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News articleMIT Technology Review

The Download: autonomous narco submarines, and virtue signaling chatbots

View original at technologyreview.com
MIT Technology Review - Ai Research Title: The Download: autonomous narco submarines, and virtue signaling chatbots Date: 2026-02-19 13:10 Source: https://www.technologyreview.com/2026/02/19/1133339/the-download-autonomous-narco-submarines-and-virtue-signaling-chatbots/ <p><em>This is today’s edition of <a href="https:…
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  • Morally, there's an ironclad case that countries or companies responsible for climate emissions should provide compensation

    80% confidence
  • The United States and European Union grew into economic superpowers by committing climate atrocities, burning a wildly disproportionate share of the world's oil and gas

    80% confidence
  • Uncrewed narco submarines could move more cocaine over longer distances without putting human smugglers at risk of capture

    80% confidence
  • Removing beauty filters may have impinged on free expression

    80% confidence
  • Too often, victims have been left to fight alone. That is not justice. It is failure.

    80% confidence
  • An AI-based tool can help surrogates predict what patients themselves would want in end-of-life decision situations

    80% confidence
  • The moral behavior of large language models should be scrutinized with the same kind of rigor as their ability to code or do math

    80% confidence
  • Nobody knows how trustworthy LLM technology really is at sensitive tasks as people ask them to play more sensitive roles and agents take actions on their behalf

    80% confidence
  • Increasing engagement is not Instagram's goal; the company's true calling is to give its users something useful

    80% confidence

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Q4 2026 Biopharma Catalyst Cluster: Late-Stage Readouts and Regulatory Milestones
October 2026 brings a dense run of Phase 3 wins (ALOFT-IPF, RESTORE-3), new data presentations (Roche, Bayer, Lilly, Vertex, Galderma) and regulatory steps (FDA acceptance of Roche's vamikibart BLA, Scholar Rock's EMA resubmission). The next big catalyst is the ivonescimab FDA PDUFA date on 2026-11-14. Obesity combination studies (REDEFINE 4, TOGETHER-PsO) and the 2027 Maritime-1 completion point to more catalysts ahead. QAIAx's speculative AI-linked trial claims (the QIII pilot, targeted for 2027) are an unrelated micro-cap sideshow with weak evidence, and have little in common with the large-cap pipeline news.
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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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