AI agents rebuilt 48 papers without seeing the code or the paper. Most academic papers are supposed to be self-contained. Turns out, AI can now test that claim. Researchers built an agentic pipeline that reads a paper's methods section, looks at the raw data, and rewrites
AI
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GPT-5.5 and GPT-5.4 Pricing and Credit Consumption Rates
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"It currently supports GPT-5.5 and GPT-5.4, consuming credits at 2.5x the Standard rate for GPT-5.5 and 2x the Standard rate for GPT-5.4."
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Wishful Thinking: Multi-Trillion Dollar AI Market Reality
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Wishful thinking is a multi trillion dollar market.
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AI in HR: Context Problem Over Tooling Problem
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My takeaway: AI in HR is a context problem disguised as a tooling problem. You must teach the system how your organization thinks. Where is AI breaking down in your HR workflow? Comment “HR” & I’ll share how to use AI in HR effectively. #CorbeyPartner
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AI Training Context Layers HR Decision Making Policy
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The insight that stood out: HR decisions depend on layered context. Not just general rules, but priorities. For example: → National legislation sets the baseline
→ Company policy often overrides in practice
→ Edge cases change everything If your AI is not trained on this, -
HR AI Tool Strategy: Clarity Over Access
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HR teams are navigating an overload of AI tools. The real problem is not access, it is clarity. Most teams don’t define: → What problems AI should solve
→ What it should not touch
→ How decisions are actually made internally Without that, even the best tools underperform. -

Why HR AI Projects Fail: The Missing Company Context
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Most HR AI projects don’t fail because the tech is weak.
— Ronald van Loon (@Ronald_vanLoon) 29 avril 2026
They fail because the AI has no idea how your company actually works.
That is the missing link.
I spoke with Anna Fedosova, co-founder of Corbey, about why this keeps happening.
Here’s the breakdown… pic.twitter.com/v9yVZzfV3PMost HR AI projects don’t fail because the tech is weak. They fail because the AI has no idea how your company actually works. That is the missing link. I spoke with Anna Fedosova, co-founder of Corbey, about why this keeps happening. Here’s the breakdown…
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BAIR Faculty Member Elected to American Academy of Arts and Sciences
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Congratulations to BAIR faculty @doristsao who has been elected to the American Academy of Arts and Sciences!
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Five ESG Trends Shaping Business Strategy in 2026
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5 ESG Trends That Will Shape Business in 2026 ESG is becoming a strategic imperative — these five trends show how environmental, social and governance priorities will influence business next year. Read more https://
bernardmarr.com/5-esg-trends-t
hat-will-shape-business-in-2026/
… #ESG #Sustainability #BusinessTrends -
Slow Thinking Outweighs Fast Thinking in Decision Making
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No amount of fast thinking will ever add up to slow thinking.
