My biggest fear is that the AI will become *too good* in certain very valuable and very scalable subdomains, that we'll all be forced to reorient ALL of human work around those use cases, instead of trying to adopt AI for the workflows that we are used to and come more naturally.
TECHNOLOGY
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Better AI Infrastructure Drives Lower Token Production Costs
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Infrastructure efficiency fuels better tokenomics. Like a printing press that produces more pages when you invest in a better machine, ink and energy, better AI infrastructure means more tokens leading to lower cost per token.
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Tokens as Units of Intelligence and Tokenomics Economics
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Tokens are unit of intelligence and tokenomics is the economics of tokens.
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GPT-5.3-Codex-Spark Research Preview Launched
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GPT-5.3-Codex-Spark is now in research preview.
— OpenAI (@OpenAI) 12 février 2026
You can just build things—faster. pic.twitter.com/85LzDOgcQjGPT-5.3-Codex-Spark is now in research preview. You can just build things—faster.
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AMD CEO Lisa Su Drives Global AI Computing Infrastructure
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Dr. Lisa Su, Chair and CEO, AMD, is driving the global compute foundations that make large-scale AI deployment possible. Through open platforms, ecosystem collaboration and advanced processing technologies, AMD is enabling AI adoption across industries and geographies. In the
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No useful AI use case found in mainstream Microsoft products
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Meanwhile I have not seen a *single* useful use case of ANY AI working inside of ANY mainstream Microsoft products.
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DeepThink Achieves IMO Gold Using Inference-Time Scaling
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DeepThink is exceptionally good when powered by an inference-time scaling law that we showed in our Aletheia paper https://
arxiv.org/abs/2602.10177! These were benchmarked on our IMO-ProofBench graded by experts, which was the north-star metric leading to our IMO-gold achievement. Amazing -
Codex for iOS and Android coming soon?
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BREAKING: Mentions of Codex for iOS and Android have been spotted in the Codex repository. Codex release today?
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AI Advances Compress a Decade into Two Years
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There is decade worth of stuff in AI that has happened just over the past two years.
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Elon Musk Predicts AI Will Generate Binaries Directly by 2026
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Elon Musk prédit que l’IA contournera complètement le code d’ici fin 2026, en générant directement le binaire.😅
— VISION IA (@vision_ia) 12 février 2026
"L’IA peut créer un binaire bien plus efficace que ce que n’importe quel compilateur peut produire aujourd’hui."
D'après lui , il suffira donc de dire :
« Crée un… pic.twitter.com/MHFmIq6MQBElon Musk predicts that AI will completely bypass code by the end of 2026, generating binary directly. "AI can create a binary far more efficient than anything any compiler can produce today." According to him, it will therefore suffice to say:
"Create an optimized binary to