The archive is awake. Introducing the renewed http://
MONTREAL.AI YouTube channel — public intelligence for the AGI‑First → ASI‑First era. Home of the AGI Debate archive and the official video record for http://
MONTREAL.AI & http://
QUEBEC.AI.
GENERATIVE AI
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Montreal.AI YouTube: AGI Debate Archive Relaunch
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Skills enable deterministic execution for parallel model usage
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Skills can allow you to have deterministic execution patterns, so I have a lot of minimal harnesses for repeated tasks, that way I can control outcome no matter what model I use This is extremely helpful if you have multiple endpoints / models that you want to run in parallel
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Using GPT 5.5 for Equidistant Point Placement
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I just told GPT 5.5 to come up with a new equidistant point placement on the plane based on the recent OpenAI research paper. Should we be worried?
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Complete guide to understanding LLMs from first principles free online
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INCREDIBLE The MOST COMPLETE GUIDE for understanding LLMs from first principles is now available online to read for free Covers the model mechanics – Tokens / tokenizers
– Transformers
– Attention
– KV cache
– Prefill vs decode
– Decoding controls
– Model packages
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LLMs: symbolic AI triumph with more noise
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Looked at this way, LLMs are the triumph of symbolic AI, just with more noise.
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Pomelli generates landing pages and brand books in 2 clicks
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GOOGLE 🔥: Pomelli can now generate and host a landing page website based on your Brand DNA in 2 clicks! Brand Books generation is now available as well.
— 🚨 AI News | TestingCatalog (@testingcatalog) 21 mai 2026
Testing time 👀 https://t.co/sExiivG8mS pic.twitter.com/cqp0CWS3OIGOOGLE : Pomelli can now generate and host a landing page website based on your Brand DNA in 2 clicks! Brand Books generation is now available as well. Testing time
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Google Updates Project Genie with Street View World Building
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📣Google just leveled up Project Genie — and it's actually wild.
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 21 mai 2026
You can now:
🌍 Build worlds from real Google Maps Street View locations
📚 Save + remix your creations in a personal library
🔗 Share them externally (Ultra subs can explore & remix)
Real-world imagery.… pic.twitter.com/awcqig8vsVGoogle just leveled up Project Genie — and it's actually wild. You can now: Build worlds from real Google Maps Street View locations Save + remix your creations in a personal library Share them externally (Ultra subs can explore & remix) Real-world imagery.
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Codex on macOS: Appshots, annotation editor, /goal command, shareable plugins
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OPENAI : Codex on macOS now supports Appshots, allowing users to quickly add context from any app directly to the prompt. Besides that, a new annotation editor is now available in the browser, the/goal command is enabled by default, and Plugins are now shareable.
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Compute limits will favor agentic AI over chatbots
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We are quite short of compute, and that is going to result in compute becoming very expensive for complex agentic workflows even as single-turn chatbots get cheaper. So the richest companies & most pressing use cases will use AI agents & everyone else will be stuck with chatbots?
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GPT-5.2 Competitive with Expert Peer Reviewers
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Seems GPT-5.2 reaches expert level in peer review: 45 scientists took 469 hours evaluating human & AI reviews on 82 papers. "Surprisingly, current AI reviewers are competitive even with the top-rated reviewers in Nature’s official peer review…" though not without weaknesses.