amazon sued over ring facial recognition privacy
a class action lawsuit claims ring's familiar faces feature stores facial data of passersby without consent.
topic
ai
optimal transport speeds up wind farm layout design
a new method uses optimal transport to handle symmetry in bayesian optimization, making offshore wind farm layout tuning faster and more reliable.
microsoft's agent control spec tames ai behavior
microsoft's new open-source agent control specification gives developers a consistent way to define and enforce policies for ai agents across different environments.
anthropic expands ai bug hunting to 150 groups in 15+ countries
anthropic broadens project glasswing, giving claude mythos access to critical infrastructure sectors like power, water, and healthcare to find zero-day vulnerabilities.
trump signs narrower ai oversight order after industry pushback
president trump signed a scaled-back executive order for voluntary ai model reviews, reducing the advance notice period from 90 to 30 days after industry objections.
openai adds job-specific plugins to codex
openai released six codex plugins for data analytics, sales, and more, plus new sites and annotations features to expand enterprise use.
dastatformer: hybrid transformer uses stats for das event recognition
a new transformer model uses compact statistical features instead of raw data to classify events in distributed acoustic sensing, cutting data size while keeping accuracy.
zerodrift raises $10m to guard ai from its own mistakes
zerodrift, a new ai compliance service, raised $10 million in seed funding to sit between ai models and users, flagging and rewriting risky messages.
optimizing vlm reward models with few demonstrations
a test-time method tunes language prompts for vision-language model reward functions using a handful of expert trajectories, reducing false positives without extra training.
10 github repos for modern database systems and tools
explore 10 open-source github repositories for modern databases, analytics, sql, caching, monitoring, replication, postgresql, sqlite, and ai agent memory.
riemannian stochastic optimization for dimension reduction
a new algorithm called smave uses riemannian stochastic gradient ascent on the stiefel manifold for sufficient dimension reduction, avoiding the curse of dimensionality.
svm-based quantile regression for extreme inputs
a new svm framework handles quantile regression when covariates are unusually large, using angular components of extreme observations.
tree search agents optimize molecules for multiple goals
a multi-agent framework uses tree-structured search to coordinate molecular optimization across conflicting objectives, maintaining diverse design paths.
deliberative curation for multi-agent knowledge bases
a protocol combining reputation-weighted voting and graduated sanctions helps ai agents curate shared knowledge without human-style governance.
ai models disagree better with byzantine protocol
a new protocol treats ai model disagreement as useful signal, using cognitive personas and validation methods to improve multi-model reasoning.
florida sues openai over chatgpt safety claims
florida attorney general files first state lawsuit against openai and sam altman, alleging chatgpt contributed to violent incidents including a mass shooting and suicides.
hedging on the frontier for few-shot learning
a new approach uses weak monotonicity in benchmark evaluations to improve transfer learning and model selection with few samples.
spacex ipo warns water scarcity threatens ai data centers
spacex's amended ipo filing now flags water access as a key risk for cooling its ai data centers, alongside power and chip shortages.