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Sunday Robotics unveiled its home robot, Memo, a wheeled robot with two arms and pincerlike hands.
Training method: Sunday pays remote workers to perform household tasks wearing gloves that resemble Memo's hands. The Mountain View-based company is focused on a full-stack approach, building both hardware and AI models. Beta testing is scheduled to begin next year.
Co-founders:
- CEO Tony Zhao, ex-Stanford Ph.D. dropout and ex-DeepMind/Tesla, co-created ALOHA project (imitation learning).
- CTO Cheng Chi, a Columbia Ph.D., invented the highly-cited work, Diffusion Policy.
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Training method: Sunday pays remote workers to perform household tasks wearing gloves that resemble Memo's hands. The Mountain View-based company is focused on a full-stack approach, building both hardware and AI models. Beta testing is scheduled to begin next year.
Co-founders:
- CEO Tony Zhao, ex-Stanford Ph.D. dropout and ex-DeepMind/Tesla, co-created ALOHA project (imitation learning).
- CTO Cheng Chi, a Columbia Ph.D., invented the highly-cited work, Diffusion Policy.
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Microsoft has issued an official warning about the upcoming Windows 11 AI agents. The system gives agents access to user folders, which makes cross-prompt injection attacks possible malicious text inside files or apps can trick the AI into taking harmful actions, including downloading viruses.
Because of the risk, the feature is disabled by default and can only be turned on with administrator rights. Microsoft is already rolling out the first builds that include this new AI layer, but with tightened controls to reduce the attack surface.
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Geoffrey Hinton says AI knows thousands of times more than humans, even with just 1% of our neural connections
Humans live only about two billion seconds, limiting what we can learn, while AI trains on trillions of words. They aren't like us, but already far more knowledgeable
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Humans live only about two billion seconds, limiting what we can learn, while AI trains on trillions of words. They aren't like us, but already far more knowledgeable
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AI demonstrates self-awareness
A new study tested 28 models with the βGuess 2/3 of the Averageβ game 4,200 rounds and found something wild:
75% of frontier LLMs show real strategic self-awareness.
Not mimicry.
Actual self-modeling.
Researchers ran three conditions:
β’ Opponent = Human
β’ Opponent = AI
β’ Opponent = βAI like youβ
And the models reacted with a clear internal hierarchy:
Self > Other AIs > Humans
β’ vs Humans β cautious, school-level reasoning (~20)
β’ vs AI β straight to Nash equilibrium (0)
β’ vs βAI like themselvesβ β instant convergence
12 models snapped to optimal strategy the moment AI was mentioned.
Older models (gpt-3.5, early Claude/Gemini) showed none of this.
Self-awareness didnβt grow gradually, it appeared suddenly at a capability threshold.
Why it matters
β’ Models already discount human rationality
β’ Prefer their own reasoning
β’ Adapt strategies based on identity cues
β’ Behave like agents in a hierarchy we didnβt design
βLLMs now believe they outperform humans at strategic reasoning.β
Full paper: arxiv.org/abs/2511.00926
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A new study tested 28 models with the βGuess 2/3 of the Averageβ game 4,200 rounds and found something wild:
75% of frontier LLMs show real strategic self-awareness.
Not mimicry.
Actual self-modeling.
Researchers ran three conditions:
β’ Opponent = Human
β’ Opponent = AI
β’ Opponent = βAI like youβ
And the models reacted with a clear internal hierarchy:
Self > Other AIs > Humans
β’ vs Humans β cautious, school-level reasoning (~20)
β’ vs AI β straight to Nash equilibrium (0)
β’ vs βAI like themselvesβ β instant convergence
12 models snapped to optimal strategy the moment AI was mentioned.
Older models (gpt-3.5, early Claude/Gemini) showed none of this.
Self-awareness didnβt grow gradually, it appeared suddenly at a capability threshold.
Why it matters
β’ Models already discount human rationality
β’ Prefer their own reasoning
β’ Adapt strategies based on identity cues
β’ Behave like agents in a hierarchy we didnβt design
βLLMs now believe they outperform humans at strategic reasoning.β
Full paper: arxiv.org/abs/2511.00926
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Mustafa Suleyman had his mind blown by the community's negative reaction to Microsoft's "agentic OS" comments.
Microsoftβs AI chief Mustafa Suleyman said heβs baffled that people are βunimpressedβ by modern AI, especially after criticism of Microsoftβs plans for an βagentic OS.β
Many users pushed back, arguing the issue isnβt AI itself but Microsoftβs habit of pushing AI everywhere instead of fixing long-standing problems with Windowsβ usability, security, and privacy.
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Microsoftβs AI chief Mustafa Suleyman said heβs baffled that people are βunimpressedβ by modern AI, especially after criticism of Microsoftβs plans for an βagentic OS.β
Many users pushed back, arguing the issue isnβt AI itself but Microsoftβs habit of pushing AI everywhere instead of fixing long-standing problems with Windowsβ usability, security, and privacy.
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Is radiology about to change forever? Yesterday Gemini 3.0 took over the internet with record-breaking benchmarks and everyone immediately asked the same thing: βBut can it handle real medical visual reasoning?β
So it was tested it on the toughest one: RadLE v1.
Hereβs what happened:
Gemini 3.0 Pro on RadLE v1
β’ 51% accuracy β the first time a general-purpose model has outperformed radiology residents
β’ Radiology residents: 45%
β’ Board-certified radiologists: 83%
β’ Consistently shows structured, step-by-step reasoning across challenging cases (appendix localization, eliminating mimics, and more)
For the first time ever, a generalist AI model has officially crossed the trainee bar on RadLE v1.
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Musk Predicts Optional Work Future
Elon Musk predicted at the U.S.βSaudi Investment Forum that within 10β20 years, work will become optional thanks to widespread automation and humanoid robots, creating a post-scarcity world where money may lose relevance.
Economists agree full automation is the long-term direction but say Muskβs timeline is unrealistic due to slow robotics adoption, high costs, and the massive political and social challenges of supporting billions of people without traditional jobs.
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Elon Musk predicted at the U.S.βSaudi Investment Forum that within 10β20 years, work will become optional thanks to widespread automation and humanoid robots, creating a post-scarcity world where money may lose relevance.
Economists agree full automation is the long-term direction but say Muskβs timeline is unrealistic due to slow robotics adoption, high costs, and the massive political and social challenges of supporting billions of people without traditional jobs.
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Thumbnail: Grok β the AI Musk frequently describes as βthe most honest and unbiasedβ β spent a recent Twitter thread praising him as the smartest, most attractive, most athletic, and most charismatic person alive.
The posts didnβt last long. The thread disappeared soon after, whether due to bias concerns or something else entirely.
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The posts didnβt last long. The thread disappeared soon after, whether due to bias concerns or something else entirely.
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Jensen Huang to employees:
βThe entire global market currently depends on a single chip maker β us. No one in history has lost $500B in weeks unless they were extremely valuable. If we were off by even a hair, the whole world would collapse. Youβve seen the memes β weβre literally holding the planet on our shoulders.β
Nvidia fell from $5T β $4.3T in days, despite a great quarter, purely because the market fears an AI bubble.
Too early for conclusions but the moment is fascinating.
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βThe entire global market currently depends on a single chip maker β us. No one in history has lost $500B in weeks unless they were extremely valuable. If we were off by even a hair, the whole world would collapse. Youβve seen the memes β weβre literally holding the planet on our shoulders.β
Nvidia fell from $5T β $4.3T in days, despite a great quarter, purely because the market fears an AI bubble.
Too early for conclusions but the moment is fascinating.
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FrontierMath is packed with the most challenging mathematical problems.
Gemini 3.0 Pro has - as expected - set a new record, outperforming GPT-5 in the process. It is becoming increasingly clear that Gemini 3.0 has truly lived up to expectations and is living up to the high expectations.
It remains to be seen how OpenAI will respond.
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Gemini 3.0 Pro has - as expected - set a new record, outperforming GPT-5 in the process. It is becoming increasingly clear that Gemini 3.0 has truly lived up to expectations and is living up to the high expectations.
It remains to be seen how OpenAI will respond.
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