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News articleAI Now Institute

Accountability

View original at ainowinstitute.org
AI Now Institute - Ai Policy Title: Accountability Date: 2026-02-10 14:36 Source: https://ainowinstitute.org/publications/accountability <div class="wp-block-buttons has-custom-font-size has-medium-font-size is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-51c3bbf5 wp-block-buttons-is-la…
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What we drew from this source

The claims Via News extracted from this document. We point to the source; we don't replace it.

  • The experience of digitalization in India has escalated impunity

    80% confidence
  • An Uber driver questioned why his data is kept secret from him for his privacy when he uses his own money, car, fuel, insurance, time, and risk

    80% confidence
  • India's gig worker laws have achieved access to data that laws in other countries haven't operationalized yet

    80% confidence
  • Power operates through the way information is disseminated or hidden

    80% confidence
  • India's RTI law has unique feature requiring bureaucrats to pay fines from their own pocket for every day of delay in providing information

    80% confidence
  • There is nothing better than a social relationship and nothing worse than being marked dead because you're merely a digit

    80% confidence
  • Everyone claims they are accountable—even dictators—but the question is accountable to whom

    80% confidence
  • Gig economy platforms control workers through algorithms designed for profit maximization while claiming altruistic purpose

    80% confidence
  • Aadhaar was claimed to be not mandatory but without it nobody could get welfare benefits essential for survival

    80% confidence
  • More than a hundred people in India have been killed pursuing freedom of information requests

    80% confidence
  • Two million pensioners in Rajasthan had pensions stopped because they were unable to verify through biometric system as being alive

    80% confidence
  • Access to platform algorithms and data is more powerful than winning specific wages or social security because it provides access to how power is being dispensed

    80% confidence

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What we're seeing
Biotech Catalyst Wave: Late-2026 Clinical Readouts, PDUFA Dates and Capital Restructuring
A dense cluster of Q4 2026 to Q1 2027 clinical and regulatory catalysts spans hepatitis delta (Vir's ECLIPSE/SOLSTICE), hypertension and sleep apnea (Mineralys' lorundrostat, PDUFA 2026-12-22), severe hypertriglyceridemia (plozasiran), oncology (ivonescimab BLA, PDUFA 2026-11-14) and gene therapy (Krystal). Positive data flow from AASLD and AHA presentations is offset by cost-cutting guidance, milestones slipping into 2027, and a delisting process that signals capital-market stress for some issuers. Near-term value hinges on binary FDA decisions and Phase 3 topline readouts in Q1 2027.
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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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Where sources disagree
Ford Motor Company
Both facts give cash for Ford Motor Company at the same point in time (2025-12-31; FY 2025 year-end and Q4 2025 year-end are the same date). Both are labelled USD, but the values are 23,356,000,000 and 23.356, which cannot both be true in USD. The two numbers agree once the second is read as billions (23.356 bn = 23,356,000,000), so the economic content is consistent and the conflict is a unit/scale error in the Q4 2025 record. The period is not the reason for the conflict: a Q4 and an FY figure at the same year-end date should match.
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