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- 1Global initiative commits $1.8B to AI-ready biological dataβAI-ready biological data: $1.8B global commitment
A $1.8 billion global commitment has been announced to make biological data AI-ready, expanding the Virtual Biology Initiative as part of efforts to standardize and open up life sciences datasets for machine learning research. The funding is intended to help researchers worldwide train AI models on high-quality biological data, with backers arguing that better data infrastructure could accelerate drug discovery, genomics and other biomedical fields.
- 2Anthropic unveils defenses against model distillation attacksβStrengthening our defenses against distillation attacks
Anthropic has published new research outlining methods to strengthen AI defenses against distillation attacks, in which adversaries attempt to copy a model's capabilities by training a smaller system on its outputs. The work details techniques aimed at making such extraction harder, and tech commentators are weighing its implications for protecting proprietary AI systems.
- 3Silicon Valley Pay Raise Runs Into Social Security Wage CapβHis Silicon Valley Pay Will Jump Above $184,500. Social Security Wonβt Credit Every Extra Dollar Toward His Future Benefit
A Silicon Valley tech worker earning above $184,500 is learning that Social Security taxes stop applying β and benefits stop accruing β once wages pass the annual taxable maximum. Dollars earned beyond that cap do not increase his future retirement benefit, a common surprise for high earners. The story highlights how the wage base limit affects affluent professionals' retirement planning.