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Models, products and AI startups, near-duplicates collapsed to the most credible source

Spotify sees AI agents as a tailwind, not a threat

Spotify reported 788 million monthly active users and nearly €5 billion in quarterly revenue. Co-CEO Gustav Söderström argues entertainment is not a chore agents replace, so users will ask assistants to pick music and podcasts; Spotify is already integrated with Meta's Muse, ChatGPT and Claude and aims to be agents' preferred media service.

TechCrunch ·

NVIDIA unveils Minerva for end-to-end AI factory observability

NVIDIA launched Minerva, an AIOps platform that combines telemetry from infrastructure and AI workloads and applies purpose-built AI models to turn it into actionable insight. It builds a dynamic knowledge graph mapping GPUs, SuperNICs, switches and jobs, analyzes billions of data points per hour, predicts failures, groups event storms into a single root cause, and includes a native AI assistant.

NVIDIA Blog ·

Goldman: AI spending faces the profit test

Goldman Sachs chief US equity strategist Ben Snider says concentration in the Magnificent Seven could amplify risk as macro pressures build. Earnings remain strong but rising costs weigh on results, and the next leg of the AI trade hinges on proof that heavy investment delivers returns, with investors turning defensive.

Bloomberg ·

Nirva raises $33M for $249 AI pendant that listens only to wearer

Nirva, founded in 2025 by former Meta Reality Labs employees, raised a $25M pre-Series A, bringing its total to $33M including $8M raised earlier. Its first device, an ~8-gram pendant that doubles as a bracelet, costs $249, lasts up to three days per charge and ships by year-end. It builds a model from onboarding voice samples and passively listens only to the wearer, addressing ambient-recording privacy concerns.

TechCrunch ·

AI shopping agents remain unreliable; retailers cautious

AI agents can now shop on users' behalf, but the experience remains clumsy: they need heavy instruction, hit technical problems, and often deliver not-quite-right results. Some retailers are wary of letting agents buy, limiting real-world adoption.

The Verge ·

Reservoir Sues Suno and Anthropic Over AI Music Training

Music rights company Reservoir filed lawsuits against AI music generator Suno and AI developer Anthropic over their AI training practices, arguing the technology is meant to replace artists. The suits are the latest legal action over AI music training, underscoring the ongoing conflict between content rights holders and generative AI.

Billboard ·

LiteLLM Release Pipeline Hijacked to Spread Credential-Stealing Malware

The release pipeline of open-source AI gateway LiteLLM was hijacked, with attackers distributing malicious version 1.107.0 via PyPI and official Docker images on October 21, the project's second supply chain compromise this year. The package executed automatically, stole cloud credentials and API keys, and included a remote access trojan that fetched commands hourly; LiteLLM said attackers used stolen GitHub credentials from three developer accounts to alter the release workflow, and the Python package was removed after about two hours.

CSO Online ·
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