@GLEAN JUST PUBLISHED A EYE-OPENING BENCHMARK VS CLAUDE COWORK It proves frontier models are too expensive to run without a dedicated routing layer. They tested their auto-routing system against Claude Sonnet 5 across 180 enterprise tasks. The efficiency gap is massive:
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ECONOMY
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Glean Compares Auto-Routing Against Claude on 180 Enterprise Tasks
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AI Adoption Could Follow Familiar Cycles of Technology Diffusion
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The funniest thing, when you try to show that what we’re experiencing with AI is part of a normal technology adoption cycle, the kind that has existed since the beginning of humanity, is the people who respond: “No, it’s not the same” or “No, it [Traduit de FR vers EN]
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Commentator Questions Whether High Hardware Prices Limit Apple Local AI Access
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Non, c'est inexact.
— Olivier Rimmel 🕊️ (@OlivierRimmel) 27 août 2026
Ce ne sont pas les "usagers" d'Apple qui auront accès à l'IA locale, mais l'élite des clients d'Apple, pouvant dépenser entre 25000 et 50000$. https://t.co/8bhCVq0ze6No, that’s inaccurate. It won’t be Apple’s “users” who get access to local AI, but the elite among Apple’s customers who can spend between $25,000 and $50,000. [Traduit de FR vers EN]
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Historical Technology Adoption Challenges Assumptions About Delayed AI Productivity Gains
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I hear the story about how it took 30 years to gain productivity from electricity a lot in relation to AI (I have even told it myself) But not every technology is that way. Ford went from inventing the assembly line to full deployment in 3 years, cutting car building time by 88%
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Bill Gates’s AI Proposals Include Robot Taxes and Protected Jobs
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Slowing down research. A robot tax. Human-reserved jobs. Is there a bad idea about AI Bill Gates doesn’t like?
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Nvidia Reports Quarterly Revenue of $96.2 Billion Led by Data Centers
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Nvidia just doubled an already enormous business: Q2 revenue reached $96.2 billion, up 106% YoY and 18% QoQ. -Data Center: $89.0B, +117% YoY, +18% QoQ
-GAAP net income: $59.7B, +126% YoY
-Operating income: $63.7B, +124% YoY
-GAAP EPS: $2.46, +128% YoY
-Gross margin: 75%, up 2.6 -
Open Qwen3.8 Flash Offers Early Access to Qwen4 Architecture
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Open weights + early Qwen4 architecture access = a gift to the community. At $0.16/1M input tokens, Qwen3.8-Flash is redefining what "cost-efficient" looks like in 2025. This one's worth benchmarking.
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Altman Says AI Capabilities Arrived Faster Than Their Economic Integration
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i don't think i was wrong on capability timelines; actually quite good on those predictions. society and the economy are taking longer to integrate the capabilities than i had guessed, but i don't think that's all bad. (also might change in the future.)
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Opinion Examines Economic Risks From Debt-Financed AI Infrastructure
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“if 2025’s A.I. frenzy was merely bonkers, we are now entering the territory of bonkers squared — or perhaps even bonkers cubed.” This Is How the A.I. Debt Binge Sinks the Economy https://
nytimes.com/2026/08/26/opi
nion/ai-debt-economy-hyperscalers.html?smid=nytcore-ios-share
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Perplexity Computer Adds Licensed Data for Financial Research
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We are doubling down on making Computer more useful for financial researchers and analysts. Computer now connects to new licensed data sources, including Dun & Bradstreet, Guidepoint, IBISWorld, and 20+ others. An analyst can ask Computer a question and get an answer built from