“Pay attention: This is where the A.I. build out goes from something that will threaten tech companies to something that will threaten our entire banking system and our entire economy. Banks, ever ready to package dodgy debt for other people to hold, have begun operation
ECONOMY
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Local Infrastructure and Skills Shape the Value of Shared AI Models
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Exactly. Access to the same models does not guarantee the same outcome, because infrastructure, local capabilities, and industrial execution determine how much economic value stays in the country.
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Purpose-Built Models Can Reduce Costs on Narrow Workloads
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A purpose-built model can run 10 to 100x more cheaply than a frontier model on the narrow task it was trained for, with the weights owned by users. There, it is possible to run data synthesis, evals, model training, and deployments. Test it out
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Quantum Machine Learning Guide Covers Finance and Optimization
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CFO, CEO, financial analyst, tech entrepreneur, student, job-seeker, friends & family — be future-ready with this book >> "Quantum Machine Learning and Optimization in Finance" (494 pages; 2nd Edition): http://
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Idle Infrastructure Can Dominate Always-On Agent Costs
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the wild part is every runtime on that list is free to licence. you’re paying $14M for machines doing nothing between turns
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Four Deployment Approaches Yield Very Different Costs for Idle Agents
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THE SAME BILL CAN BE $14M OR $44K One million agents running for one month. Same work. Four ways to pay for it. → One VM per customer on AWS: ~$14M
→ OpenClaw / Paperclip: ~$1.5M
→ Hermes / Eve: ~$740K
→ Naive serverless: ~$44K Now the part [Traduit de FR vers EN] -
Agentic Tasks Can Cost Far More Than Chatbot Replies
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→ A chatbot reply can cost about 4 cents. An agentic task can run roughly 100x higher. → 1,000 agent tasks a day can mean close to $1.3M a year in cloud spend. → Run your own AI factory on @HPE infrastructure and @NVIDIA compute, and the marginal cost per token nears zero.
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AI Could Polarize Job Value and Expand Niche Software
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We made this prediction in a video of ours. TLDR: 1) A few jobs are worth a lot (taste, decisions, deep-knowledge) and a lot of others are a race to the bottom where you compete with outsourcing hubs using AI.
2) AI will lead to a cambrian explosion of niche solutions as you -
AI Adoption Can Pressure Both Sides of a Transaction
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AI will spread much faster than people think, because when one side of a transaction adopts it – whether it's in business, medicine, education, justice, politics or anything – the other side has no choice but to do the same. And once you start using AI for one thing it's only a
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Time-of-Use Pricing Could Lower AI Token Costs Off Peak
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why don't model providers price tokens like electricity, higher price during peak hours and cheaper off peak?