I didn't quite realise this – the reasoning traces are actually encrypted and the model can access them via previous_response_id but you can't. Not that I particularly want to read them, but good to know.
CODE
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Rust Compiler Excellence Versus Language Design Flaws
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two things can be right at the same time > rust has a great compiler > rust has a horrible syntax and is a terrible programming language i blame it all on Bjarne Stroustrup btw
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MagicPath enables code synchronization and GitHub integration
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Haha, I just recorded it for you! We don't have the ability to automatically sync yet, you would have to update the code in your codebase manually. If you want to add your existing comps today to MagicPath, you can just copy-paste the code into a chat, yes! Github integration
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MagicPathAI: Design with AI, Export to Cursor IDE
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Hi Sam! Great question, so actually, anything you make in @MagicPathAI can be exported directly to Cursor or downloaded.
— Pietro Schirano (@skirano) 23 septembre 2025
Our approach is: you design (with AI) in a design tool, then you can tie stuff together in an IDE. pic.twitter.com/qwMkcgtQbrHi Sam! Great question, so actually, anything you make in @MagicPathAI can be exported directly to Cursor or downloaded. Our approach is: you design (with AI) in a design tool, then you can tie stuff together in an IDE.
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Become a Data Science Superhero with Comprehensive R and Python Books
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Be a #DataScience superhero with one (or both) of these HUGE comprehensive #Coding books:
1) R: http://
amzn.to/2SqA2Wi (832 pages)
2) #Python: http://
amzn.to/3X7131Z (552 pages)
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#Rstats #Statistics #Analytics #AI #ML #MachineLearning #DataLiteracy #DataScientist -

Comprehensive Machine Learning Guide for Finance and Algorithmic Trading
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Comprehensive guide to applying #MachineLearning in #Finance: https://
github.com/mfrdixon/ML_Fi
nance_Codes
… by Matthew F. Dixon …includes some chapters (PDF) from his book. The book: http://
amzn.to/3BHA47J
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#AlgorithmicTrading #Fintech #ML #DataScience #Statistics #Quant #DataScientist -

Outlier Detection in Python Guide for Data Scientists
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Outlier Detection in #Python — http://
amzn.to/49GMXMh
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#Statistics #MachineLearning #DataScientist #Coding #OutlierDetection #AnomalyDetection #Analytics #DataScience -
Job Numbers Index Content Despite Discord Hiding Methods
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you can hide the content without discord, and hide it even more with discord, but the job number still indexes it afaik
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Stop Gradient in Second Encoder: Alternative Collapse Prevention Method?
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Thanks Randall. One more question if you don’t mind: is the stop gradient in the second encoder an alternative to prevent collapse? Or not?
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NP-Complete Problems Make LLM Output Validation Fundamentally Limited
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NP-complete problems are hard to solve and easy to verify, so validating LLM output is a Band-Aid and always will be.
