AI - AI Dynamics

Deconstructing Geoffrey Hinton’s Recent AI Perspectives

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11 May 2026 6h23

Receipts: https://
open.substack.com/pub/garymarcus
/p/deconstructing-geoffrey-hintons-weakest?r=8tdk6&utm_medium=ios
…

DeepMind paper provides evidence for LLM training data regurgitation

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11 May 2026 6h21

Am old enough to remember when @GeoffreyHinton told me I was stupid for saying that LLMs regurgitate training data. He was wrong. LLM regurgitation is now one of the best-established findings in the field. Excerpt below from a new DeepMind paper; every single one of the

The challenges of LLM alignment with human values

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11 May 2026 6h15

Not even surprised by horrific stories like these anymore. The mission of getting LLMs aligned with human values has largely been a failure.

Debating the limits of self-play AI training in real-world environments

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11 May 2026 6h11

Really doubt what Hinton says here.

Self-play for games like Go is not like the open-ended real world. https://t.co/6t5jUtajaV
— Gary Marcus (@GaryMarcus) 11 mai 2026

Really doubt what Hinton says here. Self-play for games like Go is not like the open-ended real world.

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Using AI models to generate game UI and 3D assets

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@futurepedia_io

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11 May 2026 5h44

🕹️ Game UI

Menus, HUDs, overlays—polished and production-ready.

Design systems can now start from AI instead of ending there.

UI GPT Images 2 → Gemini 3.1 Pro 3D assets GPT Images 2 → Tripohttps://t.co/YzUMNiGroT
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 11 mai 2026

Game UI Menus, HUDs, overlays—polished and production-ready. Design systems can now start from AI instead of ending there. UI GPT Images 2 → Gemini 3.1 Pro 3D assets GPT Images 2 → Tripo

→ View original post on X — @futurepedia_io

Generative AI for Creative Direction and Illustration

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@futurepedia_io

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11 May 2026 5h44

Illustration From editorial art to stylized concept pieces—cohesive styles, high detail, and rapid iteration. Creative direction just got a massive upgrade.

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Building Interactive 3D Science Apps via AI-Driven Workflows

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@futurepedia_io

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11 May 2026 5h44

🧪 Interactive 3D Science App

Clean, layered visuals for complex concepts—cells, atoms, physics simulations.

Feels like something you'd expect from a full product team… not a prompt.

GPT images 2 + Code – Gemini 3.1 Prohttps://t.co/tveW1RwrAF
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 11 mai 2026

Interactive 3D Science App Clean, layered visuals for complex concepts—cells, atoms, physics simulations. Feels like something you'd expect from a full product team… not a prompt. GPT images 2 + Code – Gemini 3.1 Pro