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.
topic
ai
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.
trump delays ai security order over language concerns
president trump postponed an executive order on ai model security evaluations, citing wording that could hinder us leadership.
daily brief: 2026-05-21
google io 2026 pushes agentic ai, spotify expands ai audio tools, and a secretive ai assistant raises $700m.
six search engines to try as google shifts to ai
google's move to ai-driven search pushes users toward alternatives like kagi, duckduckgo, and startpage that offer ad-free or privacy-focused experiences with optional ai features.
datasette agent brings ai chat to sqlite data
datasette agent is a new extensible ai assistant that lets users query datasette databases through conversation and generate charts via plugins.
google io 2026 agentic ai era
google io 2026 introduced gemini omni, gemini 3.5 flash, and agentic tools across search, shopping, and developer platforms.
spotify adds ai podcast creation and q&a
spotify introduces ai tools to generate personal podcasts and answer questions about episodes.
spotify adds elevenlabs ai audiobook creation for authors
spotify launches an invite-only beta tool using elevenlabs voice ai to let authors self-publish audiobooks directly from its platform.
ai therapy app the path raises $14.3m with tony robbins
the path, a new ai therapy and coaching app co-founded by tony robbins and former calm employees, raised $14.3 million in seed funding to offer safer mental health support.
spotify launches desktop app for ai-generated personal podcasts
spotify's new studio app creates private audio briefings from personal data and web browsing, competing with google's notebooklm.
google pitches ai agents to consumers who may not buy
google introduced ai agents at i/o 2026 but confused consumers with multiple brands and paywalls, limiting access to ultra subscribers.
hark raises $700m for secretive ai assistant
ai lab hark raised a $700 million series a to build a universal ai interface with models and hardware, but details remain scarce.
best small language models on hugging face now
a curated look at top small language models under 7b parameters on hugging face, with benchmarks and code to get started.