Everything in AI, reported daily.

Palantir reported $2.31 billion in third-quarter 2026 revenue, up 96% year over year, as U.S. commercial revenue grew 148%. The company raised its full-year revenue forecast to about $8.53 billion and said U.S. commercial sales topped government revenue for the first time.

Hugging Face has proposed Model Integration Contracts, small executable fixtures that let Transformers test model behavior on CPU during pull requests. The proposal follows a silent UMT5 attention bug that escaped detection for nearly two months.

10x Genomics announced Sentira Single Cell, a cloud application that lets researchers analyze Chromium data through natural-language questions while an AI agent plans and runs analyses. The service is available today, with promotional credits for users and consumption-based pricing tied to analysis needs.

Apple will require developers to declare whether apps include dating and relationship features or shared location. Apps with Dating and Relationships features will receive a minimum age rating of 18+, with a separate provision for certain location-sharing apps in Brazil.

Collinear AI’s CWE-bench v2 reports that 20 of 250 security tasks remain unsolved by every model tested. Claude Opus 5.5 leads the leaderboard, while the benchmark measures agents’ ability to audit and repair vulnerabilities in real codebases.

Oracle priced a $20 billion stock-and-debt offering on November 2, with the stock sale and five note tranches expected to close November 4. The financing follows Oracle’s October 28 plan to limit additional capital-market funding for its fiscal 2027–2030 investment cycle to $20 billion, separate from a $20 billion at-the-market stock sale completed in the first quarter of fiscal 2027.

MIT CSAIL researchers say GPT-6 Astra edited 0.016% of Qwen3.5-0.8B’s weights without gradient training. On MATH-500, the edited model scored 48.1%, up from 7.9%, in the team’s evaluation.

OpenAI plans a security sprint with Cathedral, using its models to test company systems alongside its own teams. The company also raises Security Bug Bounty rewards, with exceptional critical findings on core products eligible for up to $172,000 including bonuses.

Salesforce signed an agreement to acquire Cresta, whose voice agents and tools for customer-service teams are expected to complement Service Cloud. Salesforce did not disclose financial terms; The Information reported a $2.7 billion price.

Momentic says its Mo agent found 269 labeled bugs in a 60-minute benchmark, compared with 86 for Codex, but cost more per bug. The company’s results show higher recall for Mo, alongside slightly lower precision and a higher reported cost per finding.

EU Advocate General Maciej Szpunar says Google Gemini may infringe press publishers’ rights when it reuses articles in answers under certain conditions. He distinguishes those answers from model training, which he says generally falls under the EU text-and-data-mining exception.

OpenAI named former Army Secretary Dan Driscoll senior counselor for national security modernization on November 2, 2026. He will advise on AI use by security institutions and work with government, academic, industry and allied partners.

Google DeepMind says Google Antigravity completed a lung-cancer cheminformatics workflow in an hour, compared with the multiple days a typical iteration takes. The demonstration covers compound searches, potency analysis and proposed macrocycles, with experimental validation still required.

Tohoku University and Aisin developed a 16nm AI system-on-chip with 32MB of embedded STT-MRAM, storing both AI model weights and operating-system boot data on the chip. In a Tiny YOLOv3 demonstration, the system booted in 65.7 milliseconds and used 50.7 millijoules per frame for object detection.

Deep Principle released Hydrogen-1.0, an open-weight scientific model post-trained from GLM-5.3 on chemistry, materials science and life-sciences data. The company reports gains on several scientific evaluations, while its model card says the full training datasets and recipes are not included with the weights.

Nvidia has told cloud computing partners to direct at least 51% of their services to customers outside China, the Financial Times reports. The reported threshold applies to future contracts, while an earlier account described Nvidia’s guidance as nonmandatory.