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Cost Optimization

118 summarised stories about Cost Optimization, each linking back to the original source. Browse all topics →

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Sunday, 30 August 2026

Why the AI economy is like a bad dating app — drowning in decks, pilot purgatory — and it's playing out like the dotcom bubble, except worse

Fortune 50

Amy Webb says corporate AI spending is hitting “pilot purgatory” as companies launch endless generative AI pilots without budgeting for integration, scaling, or measurable workflow change. A Bain & Company survey of 951 global companies found nearly 40% of firms that tracked AI savings landed below 10% versus targets of 11% to 20%, with 90% still increasing AI budgets. The result is more “abundance” that feels productive short term but compounds hidden costs, leading to missed targets and a reckoning that she expects as early as next year.

🔮 Unbounded self-improvement and its limits #599

Exponential View 1 month ago 51

The article argues that unbounded recursive self-improvement is mathematically possible but practically constrained by factors like generation time and physical limits affecting iteration speed and compute. It cites an OpenAI chip called Jalapeño that was built in about 16 months and reported to deliver 1.5–1.9x higher tokens-per-megawatt peak throughput than comparable Nvidia silicon. As a result, the piece shifts focus from endless RSI to faster, segmented progress across open models and more specialized AI hardware rather than expecting infinite acceleration in AI capabilities.

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