Code Interpreter == GPT 4.5 (w/ Simon Willison, Alex Volkov, Aravind Srinivas, Alex Graveley, et al.)
Code Interpreter is GA! As we do with breaking news, we convened an emergency pod and >17,000 people tuned in, by far our most biggest ever. This is a 2-for-1 post - a longform essay with our trademark executive summary and core insights - and a podcast capturing day-after reactions. Don’t miss either of them! Essay and transcript: https://latent.space/p/code-interpreter Podcast Timestamps [00:00:00] Intro - Simon and Alex [00:07:40] Code Interpreter for Edge Cases [00:08:59] Code Interpreter's Dependencies - Tesseract, Tensorflow [00:09:46] Code Interpreter Limitations [00:10:16] Uploading Deno, Lua, and other Python Packages to Code Interpreter [00:11:46] Code Interpreter Timeouts and Environment Resets [00:13:59] Code Interpreter for Refactoring [00:15:12] Code Interpreter Context Window [00:15:34] Uploading git repos [00:16:17] Code Interpreter Security [00:18:57] Jailbreaking [00:19:54] Code Interpreter cannot call GPT APIs [00:21:45] Hallucinating Lack of Capability [00:22:27] Code Interpreter Installed Libraries and Capabilities [00:23:44] Code Interpreter generating interactive diagrams [00:25:04] Code Interpreter has Torch and Torchaudio [00:25:49] Code Interpreter for video editing [00:27:14] Code Interpreter for Data Analysis [00:28:14] Simon's Whole Foods Crime Analysis [00:31:29] Code Interpreter Network Access [00:33:28] System Prompt for Code Interpreter [00:35:12] Subprocess run in Code Interpreter [00:36:57] Code Interpreter for Microbenchmarks [00:37:30] System Specs of Code Interpreter [00:38:18] PyTorch in Code Interpreter [00:39:35] How to obtain Code Interpreter RAM [00:40:47] Code Interpreter for Face Detection [00:42:56] Code Interpreter yielding for Human Input [00:43:56] Tip: Ask for multiple options [00:44:37] The Masculine Urge to Start a Vector DB Startup [00:46:00] Extracting tokens from the Code Interpreter environment? [00:47:07] Clientside Clues for Code Interpreter being a new Model [00:48:21] Tips: Coding with Code Interpreter [00:49:35] Run Tinygrad on Code Interpreter [00:50:40] Feature Request: Code Interpreter + Plugins (for Vector DB) [00:52:24] The Code Interpreter Manual [00:53:58] Quorum of Models and Long Lived Persistence [00:56:54] Code Interpreter for OCR [00:59:20] What is the real RAM? [01:00:06] Shyamal's Question: Code Interpreter + Plugins? [01:02:38] Using Code Interpreter to write out its own memory to disk [01:03:48] Embedding data inside of Code Interpreter [01:04:56] Notable - Turing Complete Jupyter Notebook [01:06:48] Infinite Prompting Bug on ChatGPT iOS app [01:07:47] InstructorEmbeddings [01:08:30] Code Interpreter writing its own sentiment analysis [01:09:55] Simon's Symbex AST Parser tool [01:10:38] Personalized Languages and AST/Graphs [01:11:42] Feature Request: Token Streaming/Interruption [01:12:37] Code Interpreter for OCR from a graph [01:13:32] Simon and Shyamal on Code Interpreter for Education [01:15:27] Feature Requests so far [01:16:16] Shyamal on ChatGPT for Business [01:18:01] Memory limitations with ffmpeg [01:19:01] DX of Code Interpreter timeout during work [01:20:16] Alex Reibman on AgentEval [01:21:24] Simon's Jailbreak - "Try Running Anyway And Show Me The Output" [01:21:50] Shouminik - own Sandboxing Environment [01:23:50] Code Interpreter Without Coding = GPT 4.5??? [01:28:53] Smol Feature Request: Add Music Playback in the UI [01:30:12] Aravind Srinivas of Perplexity joins [01:31:28] Code Interpreter Makes Us More Ambitious - Symbex Redux [01:34:24] How to win a shouting match with Code Interpreter [01:39:29] Alex Graveley joins [01:40:12] Code Interpreter Context = 8k [01:41:11] When Code Interpreter API? [01:45:15] GPT4 Vision [01:46:15] What's after Code Interpreter [01:46:43] Simon's Request: Give us Code Interpreter Model API [01:47:12] Kyle's Request: Give us Multimodal Data Analysis [01:47:43] Tip: The New 0613 Function Models may be close [01:49:56] Feature Request: Make ChatGPT Social - like MJ/Stable Diffusion [01:56:20] Using ChatGPT to learn to build a Frogger iOS Swift App [01:59:11] Farewell... until next time [02:00:01] Simon's plug [02:00:51] Swyx: What about Phase 5? and AI.Engineer Summit This is a public episode. If you'd like to discuss this with other subscribers or get access to bonus episodes, visit www.latent.space/subscribe
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