{"id":4399,"date":"2026-10-02T05:17:47","date_gmt":"2026-10-02T09:17:47","guid":{"rendered":"https:\/\/blogs.mathworks.com\/matlab\/?p=4399"},"modified":"2026-10-02T05:17:47","modified_gmt":"2026-10-02T09:17:47","slug":"using-jev-in-matlab","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/matlab\/2026\/10\/02\/using-jev-in-matlab\/","title":{"rendered":"Using Jev in MATLAB"},"content":{"rendered":"<div class = rtcContent><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Recently, it seems that everyone is talking about the <\/span><a href = \"https:\/\/typesafe.ai\/blog\/introducing-system-one-models-and-jev\"><span>new AI model in town, Jev<\/span><\/a><span>. Built by a company called <\/span><a href = \"https:\/\/typesafe.ai\/\"><span>TypeSafe AI<\/span><\/a><span>, Jev is a completely different type of AI to the ones we have gotten used to in recent years. There's no chat bot for a start! It doesn't produce code and it doesn't explain its reasoning to you. So, what does it do?<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>TypeSafe AI say that Jev is their first \"System One\" model and go on to explain that \"System One models make fast, structured decisions for software.\"  I wondered what this might mean to a MATLAB user like me whose experience level of this technology is \"Has watched a couple of YouTube introductory videos about Jev\"<\/span><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span style=' font-weight: bold;'>What types of questions can I ask Jev?<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Jev understands natural language and you can ask it three types of question: Choice, Score and Noul.<\/span><\/div><ul  style = 'margin: 10px 0px 20px; padding-left: 0px; font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-size: 14px; '><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span>Choice: Answers \"Which of these options\"<\/span><\/li><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span>Score: Answers \"Which level\"<\/span><\/li><li  style = 'margin-left: 56px; line-height: 21px; min-height: 0px; text-align: left; white-space: pre-wrap; '><span>Noul: Answers \"Is this true?\"<\/span><\/li><\/ul><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>I defer to TypeSafe AI's <\/span><a href = \"https:\/\/docs.typesafe.ai\/primitives\"><span>explanation of these question primitives<\/span><\/a><span> for more details since I only started getting my head around them myself this morning.  <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>I decided to zoom in on the simplest example: The Noul, which returns the probability that the answer is \"yes, this is true\".<\/span><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>I asked Jev: Can this MATLAB loop be replaced by a vectorized expression with no loop?<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Is the following MATLAB code vectorizable?<\/span><\/div><div class = 'preformatted-matlab' style = 'margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px; '><div  style = 'border-left: 0px none rgb(33, 33, 33); border-right: 0px none rgb(33, 33, 33); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >    total = 0;<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(33, 33, 33); border-right: 0px none rgb(33, 33, 33); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(14, 0, 255);\">for <\/span><span >k = 1:numel(x)<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(33, 33, 33); border-right: 0px none rgb(33, 33, 33); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >        total = total + x(k)^2;<\/span><\/span><\/div><div  style = 'border-left: 0px none rgb(33, 33, 33); border-right: 0px none rgb(33, 33, 33); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(14, 0, 255);\">end<\/span><\/span><\/div><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Let's ask Jev what it thinks. <\/span><\/div><h3  style = 'margin: 15px 10px 5px 4px; padding: 0px; line-height: 20.4px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: 700; text-align: left; '><span>Setting up the TypeSafe API key in MATLAB using the MATLAB Vault<\/span><\/h3><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>I got an account on TypeSafe AI and requested an API key. This was a string that I put into my <\/span><a href = \"https:\/\/uk.mathworks.com\/help\/compiler\/use-secrets-in-deployment.html\"><span>MATLAB vault<\/span><\/a><span> with the line <\/span><\/div><div class = 'preformatted-matlab' style = 'margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px; '><div  style = 'border-left: 0px none rgb(33, 33, 33); border-right: 0px none rgb(33, 33, 33); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >setSecret(<\/span><span style=\"color: rgb(167, 9, 245);\">\"JevAPIKey\"<\/span><span >)<\/span><\/span><\/div><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>A secure dialogue box popped up where I could paste my API key and now it is one of my MATLAB Vault secrets<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >listSecrets<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper disableDefaultGestureHandling embeddedOutputsTextElement\" uid=\"BE5FA229\" prevent-scroll=\"true\" data-testid=\"output_0\" tabindex=\"-1\" style=\"width: 1145px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\" textElement eoOutputContent\" tabindex=\"-1\" data-previous-available-width=\"1108\" data-previous-scroll-height=\"76\" data-hashorizontaloverflow=\"false\" role=\"article\" aria-roledescription=\"Use Browse Mode to explore \" aria-description=\"text output \" style=\"max-height: 261px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">          <strong style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">SecretName<\/strong>                           <strong style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">SecretMetadata<\/strong>                \r\n    <strong style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">_______________________<\/strong>    <strong style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">______________________________________________<\/strong>\r\n\r\n    \"DocMaker GitHub token\"    {[dictionary (string \u27fc cell) with no entries]}\r\n    \"JevAPIKey\"                {[dictionary (string \u27fc cell) with no entries]}<\/div><\/div><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px 0px 4px 4px; padding: 6px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >apiKey = getSecret(<\/span><span style=\"color: rgb(167, 9, 245);\">\"JevAPIKey\"<\/span><span >);<\/span><\/span><\/div><\/div><\/div><h3  style = 'margin: 15px 10px 5px 4px; padding: 0px; line-height: 20.4px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 17px; font-weight: 700; text-align: left; '><span>Creating the request to Jev<\/span><\/h3><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>The API to Jev is a single JSON endpoint: You POST <\/span><span style=' font-family: monospace;'>state<\/span><span>, <\/span><span style=' font-family: monospace;'>model<\/span><span> and <\/span><span style=' font-family: monospace;'>questions<\/span><span> to <\/span><span style=' font-family: monospace;'>https:\/\/api.typesafe.ai\/v1\/systemone<\/span><span>. Let's set up the URL and model<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >url    = <\/span><span style=\"color: rgb(167, 9, 245);\">\"https:\/\/api.typesafe.ai\/v1\/systemone\"<\/span><span >;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >model  = <\/span><span style=\"color: rgb(167, 9, 245);\">\"jev-latest\"<\/span><span >;<\/span><\/span><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Now we define our question type, a noul, and give it some instructions<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >question.type = <\/span><span style=\"color: rgb(167, 9, 245);\">\"noul\"<\/span><span >;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >question.instructions = <\/span><span style=\"color: rgb(167, 9, 245);\">\"Can this MATLAB loop be replaced by a vectorized expression with no loop?\"<\/span><span >;<\/span><\/span><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Now we define the <\/span><span style=' font-family: monospace;'>state<\/span><span> which is the thing Jev is being asked about. In this case, our code snippet<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >code = join([<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"total = 0;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"for k = 1:numel(x)\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    total = total + x(k)^2;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"end\"<\/span><span >], newline);<\/span><\/span><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>From everything we've written so far, we form our request to Jev as a MATLAB struct.<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >request.model = model;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >request.state = code;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >request.questions.is_vectorizable = question;<\/span><\/span><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Jev expects requests to be in the form of JSON objects.  By setting the <\/span><span style=' font-family: monospace;'>MediaType<\/span><span> to <\/span><span style=' font-family: monospace;'>\"application\/json\"<\/span><span>, <\/span><span style=' font-family: monospace;'>webwrite<\/span><span> runs our data through <\/span><span style=' font-family: monospace;'>jsonencode<\/span><span> so struct fields become JSON keys, strings become JSON strings and nested structs become nested JSON objects.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>This way, we can think in MATLAB and let <\/span><span style=' font-family: monospace;'>webwrite<\/span><span> take care of the JSON<\/span><span style=' font-family: monospace;'>.<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >opts = weboptions(<\/span><span style=\"color: rgb(167, 9, 245);\">\"MediaType\"<\/span><span >, <\/span><span style=\"color: rgb(167, 9, 245);\">\"application\/json\"<\/span><span >, <\/span><span style=\"color: rgb(167, 9, 245);\">\"HeaderFields\"<\/span><span >, {<\/span><span style=\"color: rgb(167, 9, 245);\">'Authorization'<\/span><span >, char(<\/span><span style=\"color: rgb(167, 9, 245);\">\"Bearer \" <\/span><span >+ apiKey)});<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >response = webwrite(url, request, opts);<\/span><\/span><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>OK. So, what's the answer?  Does Jev think the code is vectorizable?<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >response.answers.is_vectorizable.noul<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper disableDefaultGestureHandling embeddedOutputsVariableStringElement\" uid=\"18D93612\" prevent-scroll=\"true\" data-testid=\"output_1\" tabindex=\"-1\" style=\"width: 1145px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"textElement eoOutputContent\" tabindex=\"-1\" data-previous-available-width=\"1108\" data-previous-scroll-height=\"20\" data-hashorizontaloverflow=\"false\" role=\"article\" aria-roledescription=\"Use Browse Mode to explore \" aria-description=\"variable output \" style=\"max-height: 261px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><span class=\"variableNameElement\" style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">ans = <\/span>0.9900<\/div><\/div><\/div><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>The answer is a probability so Jev is 99% sure that we can rewrite this for-loop in vectorized form and, of course, we can.<\/span><\/div><div class = 'preformatted-matlab' style = 'margin: 10px 3px 10px 55px; padding: 10px 10px 10px 5px; '><div  style = 'border-left: 0px none rgb(33, 33, 33); border-right: 0px none rgb(33, 33, 33); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px; line-height: 15.6px; min-height: 16px; white-space: pre; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 12px; '><span style=\"white-space: pre\"><span >total = sum(x.^2, <\/span><span style=\"color: rgb(167, 9, 245);\">\"all\"<\/span><span >);<\/span><\/span><\/div><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>However, Jev will not give us this code. It only told us that it is 99% sure that such code was possible. Jev is not a code-writer, it is a decision maker and TypeSafe AI claim that it is a very fast and cheap decision maker compared to other AI models. <\/span><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>Asking Jev about several MATLAB code snippets at once<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>I can ask Jev about several MATLAB code snippets at once. Let's create a structure containing a bunch of code snippets; starting with the sum of squares example that I used above.<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >snippets.sum_squares = join([<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"total = 0;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"for k = 1:numel(x)\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    total = total + x(k)^2;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"end\"<\/span><span >], newline);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '>&nbsp;<\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >snippets.clip_negatives = join([<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"for k = 1:numel(x)\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    if x(k) &lt; 0\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"        x(k) = 0;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    end\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"end\"<\/span><span >], newline);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '>&nbsp;<\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >snippets.logistic_map = join([<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"for k = 1:n-1\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    x(k+1) = r*x(k)*(1 - x(k));\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"end\"<\/span><span >], newline);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '>&nbsp;<\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >snippets.collatz_steps = join([<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"steps = 0;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"while n ~= 1\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    if mod(n, 2) == 0\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"        n = n\/2;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    else\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"        n = 3*n + 1;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    end\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    steps = steps + 1;\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"end\"<\/span><span >], newline);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '>&nbsp;<\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >snippets.exp_smooth = join([<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"y = zeros(size(x));\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"y(1) = (1-a)*x(1);\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"for k = 2:numel(x)\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"    y(k) = a*y(k-1) + (1-a)*x(k);\"<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    <\/span><span style=\"color: rgb(167, 9, 245);\">\"end\"<\/span><span >], newline);<\/span><\/span><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>We now have five questions to ask so we form our list of questions in the request as follows.<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >request.state = snippets;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >request.questions = struct(); <\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '>&nbsp;<\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span style=\"color: rgb(14, 0, 255);\">for <\/span><span >name = string(fieldnames(snippets))'<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    request.questions.(name) = struct(<\/span><span style=\"color: rgb(167, 9, 245);\">\"type\"<\/span><span >, <\/span><span style=\"color: rgb(167, 9, 245);\">\"noul\"<\/span><span >, <\/span><span style=\"color: rgb(167, 9, 245);\">\"instructions\"<\/span><span >, <\/span><span style=\"color: rgb(14, 0, 255);\">...<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >        <\/span><span style=\"color: rgb(167, 9, 245);\">\"Can the loop in `\" <\/span><span >+ name + <\/span><span style=\"color: rgb(167, 9, 245);\">\"` be replaced by a vectorized MATLAB expression with no loop?\"<\/span><span >);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span style=\"color: rgb(14, 0, 255);\">end<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px 0px 4px 4px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '>&nbsp;<\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Let's look at one of these questions:<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 4px 4px 0px 0px; padding: 6px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >request.questions.clip_negatives<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper disableDefaultGestureHandling embeddedOutputsVariableStringElement\" uid=\"AA7C2E4A\" prevent-scroll=\"true\" data-testid=\"output_2\" tabindex=\"-1\" style=\"width: 1145px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"textElement eoOutputContent\" tabindex=\"-1\" data-previous-available-width=\"1108\" data-previous-scroll-height=\"49\" data-hashorizontaloverflow=\"false\" role=\"article\" aria-roledescription=\"Use Browse Mode to explore \" aria-description=\"variable output \" style=\"max-height: 261px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><span class=\"variableNameElement\" style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">ans = <span class=\"headerElement\" style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">struct with fields:<\/span><\/span><\/div><div style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">            type: \"noul\"\r\n    instructions: \"Can the loop in `clip_negatives` be replaced by a vectorized MATLAB expression with no loop?\"\r\n<\/div><\/div><\/div><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>The backticks around <\/span><span style=' font-family: monospace;'>clip_negatives<\/span><span> have meaning here. They are TypeSafe's convention for pointing at a named field in the state (The <\/span><span style=' font-family: monospace;'>snippets<\/span><span> struct in this case), which is how each question knows which of the five snippets it's about. <\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Let's send the request to Jev and time how long it takes to respond for all 5 of these questions<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >t = tic;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >response = webwrite(url, request, opts);<\/span><\/span><\/div><\/div><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >elapsed = toc(t)<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper disableDefaultGestureHandling embeddedOutputsVariableStringElement\" uid=\"0AB3CF0D\" prevent-scroll=\"true\" data-testid=\"output_3\" tabindex=\"-1\" style=\"width: 1145px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\"textElement eoOutputContent\" tabindex=\"-1\" data-previous-available-width=\"1108\" data-previous-scroll-height=\"20\" data-hashorizontaloverflow=\"false\" role=\"article\" aria-roledescription=\"Use Browse Mode to explore \" aria-description=\"variable output \" style=\"max-height: 261px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><span class=\"variableNameElement\" style=\"white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">elapsed = <\/span>0.4937<\/div><\/div><\/div><\/div><\/div><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Now I want to construct the results table by pulling each probability out by snippet name.<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >names = string(fieldnames(snippets));<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >p = zeros(size(names));<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span style=\"color: rgb(14, 0, 255);\">for <\/span><span >k = 1:numel(names)<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    p(k) = response.answers.(names(k)).noul;<\/span><\/span><\/div><\/div><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 0px none rgb(33, 33, 33); border-radius: 0px; padding: 0px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span style=\"color: rgb(14, 0, 255);\">end<\/span><\/span><\/div><\/div><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >results = table(names, p, VariableNames=[<\/span><span style=\"color: rgb(167, 9, 245);\">\"snippet\"<\/span><span >, <\/span><span style=\"color: rgb(167, 9, 245);\">\"p_vectorizable\"<\/span><span >])<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper disableDefaultGestureHandling embeddedOutputsVariableTableElement\" uid=\"8E106D7B\" prevent-scroll=\"true\" data-testid=\"output_4\" tabindex=\"-1\" style=\"width: calc(100% - 5px);\"><div class=\"outputLayer selectedOutputDecorationLayer doNotExport\" aria-hidden=\"true\"><\/div><div class=\"outputLayer activeOutputDecorationLayer doNotExport\" aria-hidden=\"true\"><\/div><div class=\"outputLayer scrollableOutputDecorationLayer doNotExport\" aria-hidden=\"true\"><\/div><div class=\"outputLayer navigationFocusLayer doNotExport\" aria-hidden=\"false\" role=\"application\" tabindex=\"-1\"><\/div><div class=\"ClientDocument veSpecifier table DataFitToViewport\" id=\"variableeditor_client_Document_0\" widgetid=\"variableeditor_client_Document_0\" tabindex=\"0\" aria-labelledby=\"variableeditor_views_SummaryBar_0\"><div class=\"summaryBar\" style=\"font-size: 12px; font-family: Consolas, Inconsolata, Menlo, monospace;\"><span>results = <\/span><span style=\"color: rgb(179, 179, 179); font-style: normal;\">5\u00d72 table <\/span><\/div><div id=\"variableeditor_TableViewModel_0\" widgetid=\"variableeditor_TableViewModel_0\" class=\"table lightWeightView ClientViewDiv hasSummaryBar\" data-viewid=\"__1\" style=\"width: 100%; overflow: auto;\"><table cellspacing=\"0\" style=\"border-spacing: 0px; border-collapse: collapse;\"><thead><tr><th rowspan=\"1\" style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 6px 3px 3px; width: 34px; border: 1px solid rgb(191, 191, 191); text-align: left; background-color: rgb(245, 245, 245); color: rgba(0, 0, 0, 0.75); font-weight: 700; box-sizing: border-box;\"><span><\/span><\/th><th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 6px 3px 3px; width: 112px; min-width: 112px; max-width: 112px; border: 1px solid rgb(191, 191, 191); text-align: center; background-color: rgb(245, 245, 245); color: rgba(0, 0, 0, 0.75); font-weight: 700; box-sizing: border-box;\"><span>snippet<\/span><\/th><th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 6px 3px 3px; width: 150px; min-width: 150px; max-width: 150px; border: 1px solid rgb(191, 191, 191); text-align: center; background-color: rgb(245, 245, 245); color: rgba(0, 0, 0, 0.75); font-weight: 700; box-sizing: border-box;\"><span>p_vectorizable<\/span><\/th><\/tr><\/thead><tbody><tr><th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 6px 3px 3px; width: 34px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left; background-color: rgb(245, 245, 245); color: rgba(0, 0, 0, 0.75); font-weight: 700; box-sizing: border-box;\"><span>1<\/span><\/th><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 112px; min-width: 112px; max-width: 112px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left;\"><span>\"sum_squares\"<\/span><\/td><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 150px; min-width: 150px; max-width: 150px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: right;\"><span>0.9800<\/span><\/td><\/tr><tr><th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 6px 3px 3px; width: 34px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left; background-color: rgb(245, 245, 245); color: rgba(0, 0, 0, 0.75); font-weight: 700; box-sizing: border-box;\"><span>2<\/span><\/th><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 112px; min-width: 112px; max-width: 112px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left;\"><span>\"clip_negatives\"<\/span><\/td><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 150px; min-width: 150px; max-width: 150px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: right;\"><span>0.9700<\/span><\/td><\/tr><tr><th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 6px 3px 3px; width: 34px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left; background-color: rgb(245, 245, 245); color: rgba(0, 0, 0, 0.75); font-weight: 700; box-sizing: border-box;\"><span>3<\/span><\/th><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 112px; min-width: 112px; max-width: 112px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left;\"><span>\"logistic_map\"<\/span><\/td><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 150px; min-width: 150px; max-width: 150px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: right;\"><span>0.3300<\/span><\/td><\/tr><tr><th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 6px 3px 3px; width: 34px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left; background-color: rgb(245, 245, 245); color: rgba(0, 0, 0, 0.75); font-weight: 700; box-sizing: border-box;\"><span>4<\/span><\/th><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 112px; min-width: 112px; max-width: 112px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left;\"><span>\"collatz_steps\"<\/span><\/td><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 150px; min-width: 150px; max-width: 150px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: right;\"><span>0.2100<\/span><\/td><\/tr><tr><th style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 6px 3px 3px; width: 34px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left; background-color: rgb(245, 245, 245); color: rgba(0, 0, 0, 0.75); font-weight: 700; box-sizing: border-box;\"><span>5<\/span><\/th><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 112px; min-width: 112px; max-width: 112px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: left;\"><span>\"exp_smooth\"<\/span><\/td><td style=\"text-overflow: ellipsis; font-family: Arial, sans-serif; font-size: 12px; overflow: hidden; white-space: nowrap; padding: 3px; width: 150px; min-width: 150px; max-width: 150px; border-width: 0px 1px 1px; border-style: solid; border-color: rgb(191, 191, 191); border-image: initial; text-align: right;\"><span>0.8200<\/span><\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>So for three of the examples, Jev is pretty sure that it's possible to vectorize the for loops.  For the other two, it's reasonably sure that you cannot. I am inclined to agree with it. Let me know if you disagree.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>One point of interest here is that when I asked Jev about the sum of squares example earlier, it gave me a probability of 0.99 that it could be vectorized and it was always 0.99 every time I asked. Here, it has changed to 0.98. The actual decision hasn't changed; it's pretty sure you can vectorise it but the exact probability is different now. I think that this is because the state is different in the two cases. In my first example, the state only contained one code snippet but the second contained all five and this difference shifts the probabilities; perhaps because it has more (or just different) context?<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>Finally I can ask the response about token usage, the exact model used and report the timing we made earlier<\/span><\/div><div style=\"background-color: #F5F5F5; margin: 10px 15px 10px 0; display: inline-block; min-width: 100%;\"><div class=\"inlineWrapper\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 1px solid rgb(217, 217, 217); border-bottom: 0px none rgb(33, 33, 33); border-radius: 4px 4px 0px 0px; padding: 6px 45px 0px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >fprintf(<\/span><span style=\"color: rgb(167, 9, 245);\">\"\\nModel: %s | %d input tokens | %d output tokens | %.0f ms round trip\\n\"<\/span><span >, <\/span><span style=\"color: rgb(14, 0, 255);\">...<\/span><\/span><\/div><\/div><div class=\"inlineWrapper outputs\"><div  style = 'border-left: 1px solid rgb(217, 217, 217); border-right: 1px solid rgb(217, 217, 217); border-top: 0px none rgb(33, 33, 33); border-bottom: 1px solid rgb(217, 217, 217); border-radius: 0px; padding: 0px 45px 4px 13px; line-height: 18.004px; min-height: 0px; white-space: nowrap; color: rgb(33, 33, 33); font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace, Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; '><span style=\"white-space: pre\"><span >    response.model, response.usage.input_tokens, response.usage.output_tokens, elapsed * 1000);<\/span><\/span><\/div><div  style = 'color: rgb(33, 33, 33); padding: 10px 0px 6px 17px; background: rgb(255, 255, 255) none repeat scroll 0% 0% \/ auto padding-box border-box; font-family: Menlo, Monaco, Consolas, \"Courier New\", monospace; font-size: 14px; overflow-x: hidden; line-height: 17.234px; '><div class=\"inlineElement eoOutputWrapper disableDefaultGestureHandling embeddedOutputsTextElement\" uid=\"AD315145\" prevent-scroll=\"true\" data-testid=\"output_5\" tabindex=\"-1\" style=\"width: 1145px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\"><div class=\" textElement eoOutputContent\" tabindex=\"-1\" data-previous-available-width=\"1108\" data-previous-scroll-height=\"17\" data-hashorizontaloverflow=\"false\" role=\"article\" aria-roledescription=\"Use Browse Mode to explore \" aria-description=\"text output \" style=\"max-height: 261px; white-space: pre; font-style: normal; color: rgb(33, 33, 33); font-size: 12px;\">Model: jev-1.13.0 | 639 input tokens | 96 output tokens | 494 ms round trip<\/div><\/div><\/div><\/div><\/div><div  style = 'margin: 10px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>At the time of writing,  TypeSafe AI say that output tokens are not billed and input tokens cost $0.042 per million so this request would have cost me 0.0027 cents. Put another way, I could make 370 requests like this one for 1 cent. <\/span><\/div><h2  style = 'margin: 20px 10px 5px 4px; padding: 0px; line-height: 25px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 20px; font-weight: 700; text-align: left; '><span>What can you imagine using Jev in MATLAB for?<\/span><\/h2><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>This is a very simple example showing how easy it is to get started with this new AI model in MATLAB. I genuinely have no idea if the example I've used is a good one or not; I've only been using the technology for a couple of days! I just wanted to show you how to use it in MATLAB with a MATLAB-y example.<\/span><\/div><div  style = 'margin: 2px 10px 9px 4px; padding: 0px; line-height: 21px; min-height: 0px; white-space: pre-wrap; color: rgb(33, 33, 33); font-family: Helvetica, Arial, sans-serif, Helvetica, Arial, sans-serif; font-style: normal; font-size: 14px; font-weight: 400; text-align: left; '><span>TypeSafe AI <\/span><a href = \"http:\/\/concepts\/use-case-map#scientific-discovery\"><span>gives many examples<\/span><\/a><span> of how they think the model could be useful. I'm wondering what you think. 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