Thinking, Fast and Slow
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| - | [[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular system]]s. I hesitated to start reading it, but | + | [[wikipedia:Thinking,_Fast_and_Slow|Thinking, Fast and Slow]] is a book recommended to me by [[Peter Kriens]] at [[OSGiCon]] 2012 when we were trying to understand each others misunderstandings about [[modular system]]s. I had hesitated to start reading it, but when I finally started I realized it has been written by a [[wikipedia:Nobel_Memorial_Prize_in_Economics|Nobel Prize]] [[wikipedia:Daniel_Kahneman|winner]] and is actually quite accurate as our recent [[trait]] vs. [[C++]] adventures show. |
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| + | === Reasoning AI Models === | ||
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| + | A nicer reference to this [[Thinking, Fast and Slow]] book has recently been given to me in an [https://www.google.com/search?smstk=ChhOa1RkMGRkdk4yemVKYnpVUUdLRFg5OD0QARgA&smstidx=2&q=how+to+package+a+new+ai+model&udm=50&csuir=1&aep=34&kgs=538c4be58860acf0&shem=agpl%2Caiolsbe%2Caspphp%2Cepsd1%2Crimspwouoe&shndl=37&shmd=H4sIAAAAAAAA_3WPsUoEMRCGOWzkGsFSEIZrBLnbeI2FCGKnCHet3TK7mc2GS2ZCknXP7jrfxSfwGXwqs6KVWM3MD___fzN_O5q_z7ZPS0gCLLzabjbPoCkQa-LWUgKMBEykSUMnETRmhBApYMRshSt4kJFeKC7hEVrkiwwpS4DcW95ZNoCNDLmc5KGhSRgSdYP7DgsUy_CTuoiESbisC8AEIzlXwb0voVkyOvcK0nV3Z7d9ziHdKDWOY2VSLgxt1YpXiTC2_SpE8aLQ-jr1hbzO_eAbRuuqUJJPf91GxDiq0KrL817G0gEB2x0aAizfjoAWvGhy-8PJYfZx_Dmr_yu2vriSaiKyLvQ_0aY2EbUlzmq9_6PVxc8ao67X11c6TGxf53nluooBAAA&shmds=v1_ARwrE23ApMbdptPXvGUoGZOQNmV4tySj5qadEI2MA6HMI-sVGQ&source=sh%2Fx%2Faim%2Fm1%2F1&atvm=2&mtid=iWpsavLICe2E9u8P8PSk-Q0 artificial conversion]: | ||
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| + | In the AI industry, this distinction is often described using psychology terms: | ||
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| + | * '''System 1''' (The Model): Fast, instinctive, pattern-matching. (Your ONNX file) | ||
| + | * '''System 2''' (The Dependencies/Code): Slow, deliberate, logical, rule-bound. (The software packaging around it). | ||
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| + | By using dependencies for reasoning, you turn a simple mathematical model into a dependable production application. | ||
Current revision
Thinking, Fast and Slow is a book recommended to me by Peter Kriens at OSGiCon 2012 when we were trying to understand each others misunderstandings about modular systems. I had hesitated to start reading it, but when I finally started I realized it has been written by a Nobel Prize winner and is actually quite accurate as our recent trait vs. C++ adventures show.
Reasoning AI Models
A nicer reference to this Thinking, Fast and Slow book has recently been given to me in an artificial conversion:
In the AI industry, this distinction is often described using psychology terms:
- System 1 (The Model): Fast, instinctive, pattern-matching. (Your ONNX file)
- System 2 (The Dependencies/Code): Slow, deliberate, logical, rule-bound. (The software packaging around it).
By using dependencies for reasoning, you turn a simple mathematical model into a dependable production application.
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