AGI - AI Dynamics

Mythos AI: Debunking Exponential Gain and Self-Improvement Myths

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09 April 2026 15h44

Folks, you can relax. Mythos is not some off-trend exponential gain. And the gains weren’t about recursive self-improvement. Good thread from @ramez
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→ View original post on X — @garymarcus

9 April 2026

AI Systems Must Test Before Claiming Success

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@aihighlight

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09 April 2026 14h55

Claude confidently declaring victory before testing the actual user flow is a workflow problem, not a capability problem. The fix is making it run the thing before claiming it works.

→ View original post on X — @aihighlight

9 April 2026

AI Safety Concerns Block Broad Deployment Despite Strong Performance

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@aihighlight

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09 April 2026 14h44

93.9% SWE-bench and a 27-year-old OpenBSD bug found autonomously and the decision was still not to ship broadly. That's a data point about how seriously the internal assessment of the risks was taken.

→ View original post on X — @aihighlight

9 April 2026

Power as Status Symbol: The AI Model Release Dilemma

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@danshipper

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09 April 2026 14h19

the new status symbol is making a model so powerful you can’t release it

→ View original post on X — @danshipper

9 April 2026

LCMs: A New Cognitive Layer for AI Beyond LLMs

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@ingliguori

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09 April 2026 14h17

LLMs predict tokens.
LCMs reason in concepts. That's the shift. Language-agnostic meaning → better abstraction, longer context, less repetition. If it works, this isn't an upgrade.
It's a new cognitive layer for AI. [Translated from EN to English]

→ View original post on X — @ingliguori, 2026-04-09 12:17 UTC

9 April 2026

AI Tool Maintains Identity Across Context Changes

By

@aihighlight

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09 April 2026 11h42

the part that actually got me is that changing the background doesn't change who it is. every other tool loses the person the second the context shifts. this one doesn't and that's a completely different thing

→ View original post on X — @aihighlight

9 April 2026