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News articleMIT Technology Review

The Download: AI roadblocks for humanoids and portable rubber dams

View original at technologyreview.com

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  • Three fired OpenAI researchers warn that AI companies could lose a key safety tool, AI reasoning monitoring.

    60% confidence
  • The Climate Tech Companies to Watch list reflects that China is the center of the climate and energy tech world, that everybody wants a piece of the data center pie, and that the grid needs support with energy storage a key piece.

    60% confidence
  • Many researchers are skeptical that AI advances behind ChatGPT and Claude will let robots imitate human movement as chatbots imitate language; they argue this minimizes the challenge of mastering the infinite variability of the physical world, and that conflating humanoids with generalist machines is misleading.

    60% confidence
  • OpenAI has built models that develop capabilities their creators did not explicitly design.

    60% confidence
  • OpenAI is catching up with Anthropic on coding.

    60% confidence
  • WaveSave's SlamDam can stand up to 1.3 meters high, shielding property or structures from rising waters, and anyone can install it quickly by pumping it full of water.

    60% confidence

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Autumn 2026 Governance Reshuffle: CEO Successions, Activist Settlements and Corporate Separations
Across sectors, boards are replacing or rotating leadership (Bausch + Lomb's abrupt CEO exit, Keyser's move to advisor, Deputy CEO promotions, Brown-Forman and BellRing successions). At the same time, activist pressure is being settled through cooperation agreements and board seats (Stride/Fivespan, Al Shams) and through structural separations (National Fuel's IUG spin-out, NGEx). The common thread is boards using governance levers such as new committees, advisory seats and planned succession to reset capital allocation and strategy. Public messaging stresses continuity and partnership, but the number of interim appointments and activist-driven changes points to underlying pressure.
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EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
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ING Group
Both facts record the same metric (shares_outstanding) for ING Group at the identical observation date (2025-12-31). FACT A states 2,902,437,688 shares; FACT B states 2,902 million shares (2,902,000,000). The difference is 437,688 shares (~0.015%). This is a genuine value conflict, though the discrepancy appears to result from FACT B rounding to the nearest million while FACT A provides the precise count.
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