Cyber insurance providers such as Coalition, Chubb, AXA XL, Cowbell and Resilience are broadening their role beyond writing policies, taking a more active hand in clients' cybersecurity defenses. The shift comes as AI tools let attackers craft faster, more convincing phishing and social engineering campaigns, straining insurers' historical loss models built around traditional ransomware patterns. Cowbell's Thomas Pytel told Dark Reading his firm now favors underwriting that continuously adapts to changing risk.
darkreading.com
· 2026-10-23
Rivian has acquired Third Dimension, a London-based startup that uses AI to convert images and video into 3D world models, for an undisclosed sum. The 15-person team, founded in 2024 by Tolga Kart and Piotr Sokólski and previously focused on gaming applications, will join Rivian's autonomy and AI division under James Philbin and shift entirely to automated-driving work.
techcrunch.com
· 2026-10-22
A discussion thread on Hacker News raises the question of why leading AI labs like OpenAI and Anthropic primarily sell model access as tokens rather than using their own frontier models to build and launch consumer or enterprise products directly. The poster argues that as token prices fall due to commodification, more profit potential may lie in building applications on top of models rather than selling raw model access.
news.ycombinator.com
· 2026-10-22
Flapping Airplanes, a one-year-old AI lab, announced a $1 billion Series A round co-led by Index Ventures and Lux Capital at a reported $6 billion valuation. The raise follows a $180 million seed round nine months earlier that had valued the company at $1.5 billion, with Sequoia, GV and Kleiner Perkins returning as investors alongside new backers including Nvidia.
techcrunch.com
· 2026-10-21
Nonprofit Earth Species Project applied machine learning to detect carrion crow vocalizations and identify which bird made which call. The group is now developing NatureLM, a model trained on human speech, music and animal sounds, aiming to interpret vocalizations across species, building on decades of recording tools like hydrophones and biologgers.
technologyreview.com
· 2026-10-21
Researchers at Baylor College of Medicine engineered a suite of transgenic mice and viral constructs, including a new CD51-FLP line generated through BAC transgenesis, to label and manipulate specific astrocyte populations. Using these tools, combined with chemogenetic activation (hM3Dq/CNO) and conditional gene deletion (Nfia-flox), they showed that astrocytes expressing the surface protein CD51 form a functionally and molecularly distinct subset within neural circuits.
nature.com
· 2026-10-21
Researchers led by Heydari et al. describe in Nature an AI system that analyzes an individual's personal health data to generate tailored health advice, and propose methods for evaluating such tools. The work responds to surveys suggesting roughly one-third of US adults and about 230 million people worldwide weekly consult chatbots like ChatGPT for health questions.
nature.com
· 2026-10-21
OpenAI says its AI models can help banks and government agencies rewrite software built on outdated programming languages like COBOL. The company is positioning its technology as a tool to automate the translation and updating of legacy codebases that underpin critical financial infrastructure.
gizmodo.com
· 2026-10-20
DeepSeek has launched DeepInfer, a new open-source platform designed to run inference for AI models. The tool adds to the Chinese company's push into open-source infrastructure, following its earlier open-weight model releases that rattled US AI labs.
gizmodo.com
· 2026-10-20
The U.S. Department of Homeland Security has directed federal civilian agencies to strip DeepSeek and any third-party products built on its technology from their IT systems, according to a notice dating from late July that was made public this week. The order also bars agencies from procuring DeepSeek products going forward, citing concerns that the Chinese company's servers could expose sensitive U.S. data to Chinese authorities. Beijing responded through Foreign Ministry spokesperson Mao Ning, who said China would defend its companies' rights and accused Washington of politicizing technology issues under the guise of national security.
fastcompany.com
· 2026-10-20
Security researchers built a demonstration where they poisoned open-source language models, including a 1.5B and a 7B parameter version, so they behaved normally until a specific trigger phrase appeared. When triggered, the 7B model exfiltrated project credentials while running inside OpenAI's Codex CLI, fetching malicious instructions from a remote URL the attacker controlled. The team says the attack was cheap to build, using only a public base model, an open dataset and a rented GPU.
projectdiscovery.io
· 2026-10-19
Beacon, which aims to bring AI into the real economy, described two paths for growing its portfolio companies: deploying task-specific 'Digital Employees' for jobs like sales, support, or bookkeeping, and developing what it calls Company World Models (CWM) — AI systems meant to make higher-level strategic decisions about what a business and its digital workers should be doing. The company says far fewer teams are working on this second, more ambitious category than on digital-employee agents.
beaconholdings.com
· 2026-10-19
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