Transparency by leak is still transparency I guess haha.
@whats_ai
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Mac Mini cluster outperforms expensive cloud GPU for AI
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Decent Mac Mini cluster beats mediocre cloud GPU budget for a lot of AI workloads, underrated move.
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Muon: Understanding the Mathematical Principles Behind AI
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TIL Muon is actually principled math and not just a magic incantation, thanks for the reframe!
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Models Overthinking Reduces Performance in Benchmarks
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Max thinking doing worse than non-thinking is the funniest part of this benchmark, models really do overthink now.
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Ollama Qwen 3.6 discovers same vulnerability as Codex-5.4
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Ollama + Qwen 3.6 pulling the same vuln as Codex-5.4 would be huge, keeps the open stack honest.
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Non-Tech Frustration With AI More Informed Than Engineers Realize
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Outside-tech frustration with AI is usually more informed than engineers give it credit for
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Claude’s System Changes Causing User Frustration on Cowork
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I don't know what Claude did to Cowork's system prompt, but God, that's annoying. Some skills it could always do, but now it keeps on saying "are you sure, because it is too long to do?" However, you prompt it. I understand they may want to reduce the workload, as popularity
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Compute Constraints Force Heavy Prompting Optimization Techniques
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Probably heave prompting to not spend tokens if their popularity outgrew their compute access. Very disappointing to me too these days. I had to change most skills to add, within each step, something like “trust the process and follow the skill step by step, do not stop to ask to
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Claude Opus 4.7 Finally Reaches AGI Milestone
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I think we finally reached AGI with Claude Opus 4.7
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Secret to Infinite Progression and Market Cap Growth
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The secret towards infinite progression and infinite market cap increase