just got off a call, catch me up. are humans still necessary?
ECONOMY
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Government Research Funding ROI Critical for AI Innovation
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In this piece published in The Hill, fellow Turing laureate David Patterson points out that the return on investment of government-funded research in universities is gigantic.
Cutting the budgets of NSF and NIH is economic suicide. -
Why College May Become Obsolete in the AI Era
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I wish I'd skipped college. Such a waste of time.
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Arista surges in AI while Opendoor struggles
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Arista in ‘beast mode,’ while Opendoor is a mess The glass is definitely half full for Arista as it raises its sales outlook for AI and the rest, putting to rest the doubts that it can thrive amidst Nvidia’s continued strength. Astera Labs is now pricier than even the bulls
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Business Success and Failure Predictability Patterns
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yeah that’s right. just seems so obvious that certain businesses are going to fail (or succeed) sometimes.
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ChatGPT Employment Crisis: GPT-5 Capabilities Threat
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ChatGPT puts employees in existential crises. However, the real crisis will come when it turns out that GPT-5 can actually take over this task.
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VC Funding Waste: Why AI Startups Burn Millions Without Impact
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the VC world provides a lot of value but sometimes it feels like they just set money on fire. several startups i know raised ~100M total three years ago to make AI, built software nobody ever used, and now they all work elsewhere on unrelated things. where'd all that money go?
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GPT5 Release: Three Scenarios for Future Workforce Impact
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GPT5 sort La jeunesse connaîtra son futur Scénario 1 petite amélioration #GPT5 est légèrement meilleur que GPT o3 RAS Scénario 2 #GPT5 nettement meilleur
Le monde du travail serait transformé Scénario 3 #GPT5 révolutionnaire alors la jeunesse vivra dans un monde bouleversé -

India AI Impact Summit 2026 Global Pre-Summit Events
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Inviting organisations from across the globe to host pre-summit events leading up to the India – AI Impact Summit 2026. Be a part of shaping the Summit’s vision by driving global dialogue on AI for People, Planet & Progress. Apply now and join the Road to Impact:
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Zero Click Search: How AI Is Disrupting Digital Marketing Strategy
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What Is Zero Click And Why Is It Turning Marketing On Its Head? The rise of #AI-powered #zeroclick #search is disrupting digital marketing, leaving fewer opportunities for brands to capture #clicks, #leads and #conversions. This article explores how #marketers can adapt to this