"I'm kind of worried that we're not going to be ready for the tsunami that's coming." Stanford HAI Senior Fellow @erikbryn on why he helped organize a statement signed by nearly 200 economists and researchers urging policymakers to act on AI's economic risks. Read the full open
ECONOMY
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Economists Warn AI Job Shifts May Outpace Labor Market Adaptation
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Past technologies — steam power, the personal computer — wiped out some jobs but ultimately created more. Some economists now worry AI could follow the same pattern, but in a compressed time frame that safety nets and labor markets aren't prepared to handle.
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Software Optimizations Reportedly Cut Token Costs on Existing GPUs
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That's 5x lower token cost from software in just one month — on the same hardware.
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AI Inference Planning Shifts Toward Cost per Useful Token
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As organizations move from AI pilots to production, infrastructure decisions have shifted from peak chip specs to cost per token: how many useful tokens they can deliver per dollar, per watt, and within required latency targets. NVIDIA's full-stack inference software
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CURA Targets Clinical and Administrative Workflows With a Specialized Model
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A 1-TRILLION PARAMETER HEALTHCARE MODEL JUST DROPPED THAT BEATS GPT-5.5, RUNS AT UP TO 100X LOWER INFERENCE COST@actAVAai’s new CURA is a big signal for healthcare AI.
— Charly Wargnier ♨️ (@DataChaz) 13 juillet 2026
This agentic model is purpose-built for heavy clinical and administrative workflows.
Here is why enterprise… https://t.co/C6QkZHlc9QA 1-TRILLION PARAMETER HEALTHCARE MODEL JUST DROPPED THAT BEATS GPT-5.5, RUNS AT UP TO 100X LOWER INFERENCE COST @actAVAai
’s new CURA is a big signal for healthcare AI. This agentic model is purpose-built for heavy clinical and administrative workflows. Here is why enterprise -
Akta and Monid Give AI Agents Access to Private Market Data
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love to see two port cos collaborating😁 get private market data for your agents from @akta_pro with your @monid_ai account! https://t.co/EfeXn2NXfI
— Yohei (@yoheinakajima) 13 juillet 2026love to see two port cos collaborating get private market data for your agents from @akta_pro with your @monid_ai account!
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AI’s Economic Upside Could Come From Complementing Workers
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It's awesome to have you as a co-signer of the statement, Daron. I always enjoy discussing this topic with you. We've both long made the case that the greatest upside is in having AI complement people and help us do new things, rather than simply replacing workers. It's
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Scaling AI Requires Power, Grid Capacity, Cooling, and Long-Term Planning
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Can AI and Energy Scale Together? AI is no longer only a software story. It is becoming an infrastructure story, one shaped by electricity, grids, data centers, cooling, connectivity, capital, and long-term energy planning. That is why the convergence of artificial
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Transformative AI Economics Needs Guardrails, Incentives, and Institutions
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We'd like to draw attention to the need to do more to understand the economics of transformative AI and to build the incentives, guardrails, and institutions needed to steer AI in a direction that complements humans and benefits society. I'm glad you've been helping with the
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Changing the Agent Harness Cuts Task Cost and Runtime in Study
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2/ The Harness Effect A study ran 22 tasks across 6 foundation models, then changed only the orchestration harness and held the models fixed. The harness alone cut cost per task 41% and median wall clock 44%, with tokens down a similar amount and completion quality at parity.