AGI - AI Dynamics

Gary Marcus challenges Hinton on radiologists, memorization, consciousness

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08 June 2026 17h46

I will start to take Geoff Hinton seriously again (I used to and don’t anymore) when

– radiologists actually start losing jobs
– he acknowledges that LLMs do sometimes effectively memorize things
– he stops over-attributing consciousness to algorithms or at least addresses the… https://t.co/5bKA4zJlTr
— Gary Marcus (@GaryMarcus) 8 juin 2026

I will start to take Geoff Hinton seriously again (I used to and don’t anymore) when – radiologists actually start losing jobs
– he acknowledges that LLMs do sometimes effectively memorize things
– he stops over-attributing consciousness to algorithms or at least addresses the

→ View original post on X — @garymarcus

8 June 2026

Anthropic reports 8x code, 52x optimization, and 64% better decisions

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@ingliguori

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08 June 2026 14h17

Recursive self-improvement may no longer be just a theory.
Anthropic reports: 8x more code per engineer 76% success on open-ended coding tasks 52x training optimization Better research decisions than humans 64% of the time
The feedback loop is getting tighter.
#AI

→ View original post on X — @ingliguori

8 June 2026

Concern over AI surpassing human intelligence in profession

By

@kimmonismus

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08 June 2026 13h51

And maybe even worried about their profession and an artificial intelligence becoming more intelligent than they are

→ View original post on X — @kimmonismus

8 June 2026

New directions in AI based on continual interaction and causality

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@nandodf

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08 June 2026 12h59

In this blog, we explore new potential directions for the field of AI based on continual interaction and causality: https://love4all.ai/blog/continual-interactive-causal-agents/ … We have been working on this for years. Pedro Ortega pointed out the problem much earlier, when I

→ View original post on X — @nandodf

8 June 2026

Humorously reflecting on CLI flicker not solved before AGI

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@aihighlight

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08 June 2026 8h58

Really thought we'd solve the CLI flicker before AGI. Was wrong.

→ View original post on X — @aihighlight

8 June 2026

Gary Marcus: Not close to RSI despite Anthropic’s hints

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@garymarcus

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08 June 2026 7h26

tl;dr: we aren’t close to RSI, regardless of the hints IPO-bound Anthropic tried to drop last week.

→ View original post on X — @garymarcus

8 June 2026

EverOS and Skill Automation Through Use

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@elliotchen100

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08 June 2026 2h12

5. Skill Automatic Accumulation EverOS extracts common skills from real usage patterns and consolidates repetitive behaviors into reusable workflows. I find this the most interesting layer of memory: it’s not about making the agent "remember more," but about teaching it how to perform tasks by learning from past experiences.

→ View original post on X — @elliotchen100

8 June 2026

AI that creates AI: Launch of the RSI Lab

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@sakanaailabs

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08 June 2026 0h00

AI that creates AI that creates AI: Launch of the RSI Lab https://
sakana.ai/rsi-lab-jp/ Sakana AI launches in Tokyo a research group dedicated to Recursive Self-Improvement (RSI), named 'RSI Lab'. RSI is the mechanism by which AI creates AI.

→ View original post on X — @sakanaailabs

8 June 2026

Demis Hassabis equates AGI arrival around 2030 to singularity

By

@kimmonismus

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07 June 2026 21h58

Demis Hassabis is arguably the most serious scientist around. He's not someone who engages in hype to sell products. But when even someone like Demis says the following, it should give us all pause: – "He [Demis] equated its arrival [AGI, around 2030] to the singularity – a

→ View original post on X — @kimmonismus

7 June 2026

Pedro’s earlier insight on Gato and universal AI imitation

By

@nandodf

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07 June 2026 20h39

Thanks for asking. Pedro pointed out issue much earlier when I was working on General AgenT One — Gato https://
arxiv.org/abs/2205.06175 and wrote about it https://
arxiv.org/abs/2110.10819 Then Pedro came up with this brilliant theoretical insight: https://
adaptiveagents.org/universal_ai_a
s_imitation
… And we

→ View original post on X — @nandodf

7 June 2026