Enterprise

OpenAI has launched Daybreak Red in AWS GovCloud (US-East) via Amazon Bedrock. The release provides approved customers with access to the GPT-5.6 Cyber model for authorized cybersecurity operations.

Palantir reported a 96% year-over-year revenue increase to $2.31 billion in the third quarter, with U.S. commercial revenue driven by its AI software surpassing U.S. government revenue for the first time. However, U.S. enterprise total contract value dropped from $2.13 billion in the previous quarter to $1.46 billion as corporate customers increasingly opt for shorter-term trials.

A Hacker News post reports that OpenAI's Codex appears to be silently re-enabling the setting that allows user chats to be used for model training, even after users explicitly opted out. Multiple coworkers at the author's company noticed the 'Improve the model for everyone' data control setting had been turned back on without their consent.

Kenyan startup Fastagger has developed Auni, an AI business intelligence assistant designed to run offline on low-cost mobile phones and integrated into the M-Pesa mobile money platform. The tool uses an adapted OCR model and small neural networks to analyze mobile money statements, helping small businesses track sales patterns and identify loyal customers without requiring constant internet access.

Following President Trump's executive order directing federal agencies to rebrand artificial intelligence as "Super Intelligence" (SI), adoption across government agencies, news outlets, and tech companies has been uneven. While several federal websites and executives like Elon Musk and Marc Benioff have begun implementing the terminology, many government officials, media organizations, and major tech leaders continue to use "AI."

AI startup Trajectory has raised $45 million in a Series A funding round led by Sequoia at a $300 million valuation. The company provides a publicly available platform that automates the post-training and continual learning of open-source AI models, enabling non-technical specialists to improve model performance using real-world feedback.

In an interview on the Latent Space podcast, Legora CTO Jacob Lauritzen discusses building AI agents for the legal industry following the company's $550 million Series E at an $8.8 billion valuation. He details how Legora evaluates models using simulated environments when customer data is strictly confidential, structures its product around core primitives like Tabular Review, and employs both legal engineers and forward-deployed engineers.

Israeli startup 42AI emerged from stealth with $62.5 million in seed funding to develop a transformer-based "behavioral world model" designed to predict human decisions. The system is currently deployed at 10 large financial brokerages to forecast how individual traders will react to volatile market conditions by analyzing customer interactions and psychological traits.

Proton CEO Andy Yen canceled a planned company-wide re-interview process that would have evaluated whether employees were using AI enough to keep their jobs. The decision followed backlash from users and staff after reports revealed Yen was aggressively pushing AI coding practices despite internal security concerns.

OpenAI is merging the Chat and Work tabs in the ChatGPT desktop app into a single interface, starting with a rollout to select users. As part of the update, both ChatGPT and the separate Codex section will draw tokens from a unified allowance pool.

Apollo Global Management's chief economist Torsten Slok published a note stating that AI has yet to benefit the bottom line of large corporations outside the tech industry. Analyzing the S&P 500 excluding the top seven tech companies, Slok found flat profit margins and revenue per worker, arguing that businesses struggle to turn cheap intelligence into financial gains because AI lacks human judgment.