ai recreates voices of dead pilots from crash data
the ntsb temporarily closed its docket system after ai-generated cockpit audio from a fatal ups crash spread online, raising privacy and ethical concerns.
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ai startups inflate arr to win vc backing
some ai startups report contracted but not yet live revenue as annual recurring revenue, misleading investors and the public.
memory shortage repricing consumer electronics
ai-driven demand for high-bandwidth memory is squeezing supply of regular ram, making cheap devices more expensive.
pytorch opens ambassador applications for 2026
the pytorch foundation seeks new ambassadors to lead local communities, create tutorials, and mentor users, with applications open until june 18, 2026.
daily brief: 2026-05-22
a look at ai hardware, smarter models, and research that questions common assumptions.
google ai glasses hands-on: almost ready
a prototype of google's android xr glasses with in-lens display shows promise for translation and navigation, but image quality and eye strain need work.
tool-augmented agent for closed-loop cad-cae optimization
a reinforcement learning framework teaches llms to orchestrate cad generation, cae solving, and geometry revision until constraints are met.
specialization beats scale in ai procurement
a 3b specialized model outperformed frontier apis at lower cost, showing training alignment matters more than parameter count.
text degeneration costs more than you think
a small fraction of autoregressive model requests can loop into repetition, inflating batch inference time by over 40% and exposing a blind spot in standard benchmarks.
gemma 4 learns to inspect files and run code
a tutorial shows how to give gemma 4 tools for local filesystem exploration and restricted python execution, making it more agentic.
adaptive rbf-kan adds dynamic shape parameters to kolmogorov-arnold networks
a new study extends fastkan by using leave-one-out cross-validation to set kernel shape parameters and adding matern and wendland kernels for more flexible function approximation.
language models learn to forecast research idea success
a new method trains language models to predict which research ideas will work better without running experiments, using a dataset of 11,488 idea pairs from paperswithcode.
ftc fines firms for fake ai ad listening claims
ftc settles with cox media group and two others for nearly $1 million over deceptive active listening marketing that never used voice data.
uniform weak propagation-of-chaos in shallow neural nets
new bounds show how finite-width neural network outputs stay close to their infinite-width mean-field limit over all training time, without needing strong convexity or noise.
safer offline policy picks for ad auctions
a new framework helps ad platforms decide which reserve-price policies are worth testing, using logged data without overpromising gains.
local covariate selection without strong assumptions
a new method selects covariates for causal effect estimation without requiring pretreatment or causal sufficiency assumptions, using local learning to avoid global structure search.
no feature ranking is faithful, stable, and complete under collinearity
a new proof shows that feature rankings cannot be simultaneously faithful, stable, and complete when features are correlated, and proposes an ensemble method as a solution.
spotify and umg let fans make ai covers
spotify and universal music group partner to let premium subscribers create ai-generated covers and remixes with artist consent and revenue sharing.