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3d ago · 6 min read · Most teams are paying frontier model prices for commodity model work. They default to GPT-4 or Claude Opus for tasks that a $0.10 per million token model could handle at 95% accuracy. The gap between what these models cost and what they're actually n...
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5d ago · 5 min read · Everyone building AI systems right now has the same instinct: if one agent is good, multiple agents debating must be better. It feels rigorous. It feels like ensemble methods from classical ML. It is a trap. The consensus problem nobody talks about M...
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5d ago · 6 min read · OpenAI's latest paper claims LLMs can continually self-improve. Train on your own outputs, evaluate your own quality, iterate indefinitely. The implication: capability is a self-generating resource. Just add compute. Indian AI founders are hearing th...
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6d ago · 6 min read · Last week, India's Home Ministry issued a directive to WhatsApp: block the device IDs of accounts involved in digital arrest scams so perpetrators can't open new accounts on the same hardware. WhatsApp agreed. They have 30 days to submit a proposal. ...
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Apr 20 · 4 min read · Claude's Opus 4.6 and Sonnet 4.6 now ship with 1M token context windows at standard pricing. No premium tier. No waitlist. Just 1M tokens, available to everyone. This single change killed the moat that every RAG startup built in 2023-24. The competit...
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