The architecture and design point is the strongest one here and it gets buried under the absolutism of everything else. LLMs are genuinely weak at system design and that matters. That argument would land harder without the "not ever" framing around it.
@aihighlight
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Compute as Strategic Asset: Altman’s Winning Bet on Infrastructure
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Compute as a strategic asset rather than an operating cost is the bet Altman made early and most people dismissed as empire building. Hard to dismiss it now.
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429 Roles at $30B ARR: Leveraging Automation at Scale
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429 open roles at $30B ARR is a company that figured out the leverage equation before most others admitted it was possible.
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Not Every Job Has a Harder Version Underneath
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This is probably true for knowledge work and less true for roles where the entire job was the task AI now does. Not every role has a harder version waiting underneath it.
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OpenAI Exits, NSA Claude Use, and Tech Pivots
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Three OpenAI exec exits in one week, NSA outed for using Claude, and a wool shoe company pivoting to compute. Normal week.
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Competitor Endorsement More Credible Than Marketing Claims
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The honest endorsement from someone actively hoping a competitor catches up is more credible than most Claude marketing.
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Yahoo 2002 Comparison Validates OpenAI Market Position
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Yahoo in 2002 still had the larger audience and more revenue. The comparison actually supports OpenAI more than intended.
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Coordination costs shift to agent management and error detection
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Coordination cost doesn't disappear with smaller teams. It shifts to managing agents and catching errors a human would have flagged naturally.
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AI-Generated Code Impact on Open Source Quality Standards
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The more interesting question is what happens to open source quality when AI can generate passable code for free. The floor gets higher but the ceiling might get lower if fewer humans bother going deep.
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Positive Feedback Less Visible Than Complaints in AI Models
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Positive experiences with 4.7 exist, they're just less likely to generate posts. Complaints travel faster than satisfaction in every model release cycle.