Just deployed additional speed optimizations for @cognition SWE-1.5. The fastest measured request was an eye watering 1,881 token/s per Grafana dashboard.
SYSTEMS
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AI Models Demonstrate Deliberate Cognitive Control Mechanisms
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We also found evidence for cognitive control, where models deliberately "think about" something. For instance, when we instruct a model to think about "aquariums” in an unrelated context, we measure higher aquarium-related neural activity than if we instruct it not to.
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Humachineology: Designing Human-Machine Integration and Optimization
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Humachineology provides an innovative approach for designing, creating, and optimizing the interaction and integration of humans and machines.
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Personal AI Agents to Optimize Choices Via Bottom-Up System
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Ça finira par se faire localement : chaque IA personnelle nous connaîtra tellement qu'elle optimisera tous nos choix. En remontant l'info au niveau global on peut optimiser tout le système. C'est un peu hybride vu que c'est pas top down mais dynamique : bottom up puis top down
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Humanity’s Greatest Metamorphosis: AI, Biology, Quantum Computing
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Faisons une pause. Juste quelques secondes pour sortir du brouhaha politique et regarder ce qui compte vraiment.
— Rafik Smati (@RafikSmati) 26 octobre 2025
Nous vivons en temps réel la plus grande métamorphose de l’histoire humaine. IA, bio-réparation, fusion, quantique… L’intelligence devient une ressource, la vie… pic.twitter.com/nUJCE8OWGiFaisons une pause. Juste quelques secondes pour sortir du brouhaha politique et regarder ce qui compte vraiment. Nous vivons en temps réel la plus grande métamorphose de l’histoire humaine. IA, bio-réparation, fusion, quantique… L’intelligence devient une ressource, la vie
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Multi-hardware design philosophy with DSL integration approach
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jansel's philosophy was to try prioritize multi-hardware initially, he was pretty open to plugging in dsl's with more control once the high level design came out right
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Deterministic Multiway Systems and Persistent Error Correction
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When you are being computed by a deterministic multiway system, you cannot know which branch you are in. If everything is you interact with is computed by a multiway system, then everything is indeterministic. Persistent structure must then rely on some kind of error correction.
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Determinism and Predictability in Complex Material Patterns
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The universe is almost fully deterministic, because the more material a pattern gets, the more it has to be predictable across its futures.
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AI Operating Systems: The Next Level of Business Intelligence
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He publicado un episodio en @ivoox
: "Sistemas Operativos de IA: El Próximo Nivel de la IA para los Negocios #podcast -
UI/UX AI: interfaces designed to be understood by AIs
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When I say UI/UX AI it's not generated by AI!! Attention!! On the contrary I mean designing interfaces to be understood by AIs