Absolute must watch. A reminder of how recent the advances we are seeing now in General Intelligence are (and why there is no reason to believe they shouldn't continue)… and how @demishassabis
, and @GoogleDeepMind are central to everything.
AGI
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DeepMind’s Role in General Intelligence Advances
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Not Everything Is an Engineering Problem in AI
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Thus not everything is an engineering problem, at least for us.
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Non-biological AGI: The Ultimate Source of Global Power
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Technology is power — and a non-biological general intelligence is the most profound expression of that in history. Whoever controls intelligence becomes the arbiter of power, because everything flows downstream from it:
economic strength, military capability, scientific -
ARC AGI 2 official results announcement expected tomorrow
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Posiblemente mañana sepamos cosas, que si no me equivoco es el día en el que salen públicos los resultados oficiales de ARC AGI 2
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Energy Efficiency Becomes Critical Metric for AGI Development
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Compute and energy are the two major bottlenecks to creating an industrial-scale ‘general intelligence’ … which is why efficiency now matters more than ever. The real metrics that count are tokens-per-watt and tokens-per-flop. In other words: how much intelligence can you
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Compute and Power: Critical Bottlenecks for Scaling General Intelligence
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This is a big deal, as compute and power ARE the bottlenecks to ‘scaling’ and diffusing general intelligence throughout the economy as a cheap 24/7 utility.
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Lux: New OpenAGI Desktop Control Model Beats Rivals
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🚨Meet Lux from OpenAGI Foundation
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 3 décembre 2025
A new computer use model scoring 83.6 on Online Mind2Web while running faster and cheaper than rivals. It controls your full desktop via SDK.
Follow us for more breakdowns and visit https://t.co/JlbLQpmgpZ for the right AI tools for your… pic.twitter.com/x3FcyEhJ92Meet Lux from OpenAGI Foundation A new computer use model scoring 83.6 on Online Mind2Web while running faster and cheaper than rivals. It controls your full desktop via SDK. Follow us for more breakdowns and visit http://
futurepedia.io for the right AI tools for your -
Do Tech Leaders Know and Accept AI Impact Consequences?
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Have you considered that they know exactly what they are doing and the impact you foresee is known to them?
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Terminal-Based Agent Control and Harbor Evaluation Framework
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Key takeaways:
• terminals > GUIs for stable agent control
• task design inspired by SWE-bench, but with a more general abstraction
• eval + RL need the same “rollout” substrate, so they created Harbor
• Harbor = a unified framework for scalable parallel deployment
• TB2 is -
AGI: imperfect concept, horizon of autonomy as best metric
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AGI is a flawed concept, cf this great visualization.
If the question is "when will AI beat us on every metric", it's very reductive. It overlooks the already superhuman potential of AI in most areas A much better metric of AI power is the "time horizon of autonomy" proposed by