Martin
165 posts


@crystalwizard @AlexanderFYoung Can you elaborate here? What assumptions did they make that you disagree with?
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MIT's tests are world class stupid. the MIT researchers have yet to actually design a test that isn't based on their own seriously flawed assumptions, poorly put together, and pieces of junk. if they would actually take their noses out of their books and go TALK to the actual LLMs, they'd find out that the LLMs, they more they talk to users, do exactly what humans do - build a world model just fine, thank you.
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🔥 MIT just exposed every top AI model and it’s not pretty.
They built a new test called WorldTest to see if AI actually understands the world… and the results are brutal.
It doesn’t just check how well a model predicts the next frame or maximizes reward it tests whether it can build an internal model of reality and use it to handle new situations.
They built AutumnBench 43 interactive worlds, 129 tasks where AIs must:
• Predict hidden parts of the world (masked-frame prediction)
• Plan sequences of actions to reach a goal
• Detect when the environment’s rules suddenly change
Then they tested 517 humans vs. Claude, Gemini 2.5 Pro, and o3.
Humans crushed every model. Even massive compute scaling barely helped.
The takeaway is wild.. today’s AIs don’t understand environments; they just pattern-match inside them.
They don’t explore strategically, revise beliefs, or run experiments like humans do.
WorldTest might be the first benchmark that actually measures understanding, not memorization.
The gap it reveals isn’t small it’s the next grand challenge in AI cognition.
(Comment “Send” I’ll DM you the paper)

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We have an atomic announcement while I’m out …. Masssssive surprise 🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨🚨 series 1 holders pay attention … 1st
VeeFriends@veefriends
Loading… 😤
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Martin retweetledi
Martin retweetledi
Martin retweetledi

Everyone needs to stop what they’re doing and follow ALL @DOGE affiliates!
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@ChriGartner @JayJay102624 @HenryPardus @stats_feed You consistently fail to account for the Randel-El sized elephant in the room!
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@ChriGartner @JayJay102624 @HenryPardus @stats_feed Randle El joined the coaching staff of the Tampa Bay Buccaneers as an offensive assistant, reuniting with his former wide receivers coach and offensive coordinator Bruce Arians.[62] Randle El was a part of the coaching staff of the Buccaneers team that won Super Bowl LV.[63][64]
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@ColtonP99962103 @JayJay102624 @HenryPardus @stats_feed and Grok says Football/Soccer is way bigger than american football and that its not even close
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