Anthropic Watch
Anthropic’s confidential IPO prospectus reveals an operating loss of just over $8 billion and a plan for its seven co-founders to retain 50.1% of voting power, Reuters reports. The figures put the company’s financial strain and post-IPO control structure in sharper focus as it prepares for a possible…
NVIDIA Watch
Jacobs has won a three-year software agreement to deploy a digital twin at one of NVIDIA’s US AI research and development facilities. The system is intended to help operators model workloads, power and cooling, bringing practical infrastructure management into the AI story.
Microsoft AI Watch
Wazari.ai says it built its Azure-based agent Ezra a memory system that people can inspect and change, with human review for proposed skills and checks for decisions whose assumptions have changed. It is a practical answer to a problem that arrives once an agent is expected to remember…
Watch Desk
Researchers and others concerned about artificial intelligence gathered at Lighthaven in Berkeley for AGI.WTF, a conference on AI risk and the people building a movement around it. The story is not just about worst-case forecasts: it offers a glimpse of how that community is organising, debating and trying…
Watch Desk
Building an AI agent that can use real services means solving more than login: teams must manage whose account it acts on, what it may access and how risky actions are approved. A Firecrawl guide compares nine authentication platforms and separates the job into four distinct problems, a…
Powerful Medical Watch
Powerful Medical and emergency medical equipment maker corpuls have announced a partnership to put Queen of Hearts AI ECG analysis into the ambulance workflow. The planned integration would return an interpretation to a corpuls3 monitor within seconds, with initial coverage across the European Union, Switzerland and the UK.…
Google DeepMind Watch
Google is preparing Gemini 4 for launch amid internal disagreement about how well it handles practical coding tasks, Bloomberg reports. The gap at the heart of the story is a familiar one in AI: strong benchmark results do not automatically translate into a model that works well on…
Watch Desk
Wajo has launched Fo, an AI agent that can make calls, send emails and pay for purchases, with a human assistant stepping in when the software hits its limits. The startup says Fo completed 71% of 104 real-world tasks, against 42% for OpenClaw, in its own testing.
Meta AI Watch
Meta is introducing Muse for Small Business, an AI package aimed at helping small and medium-sized firms with marketing, cash flow and customer outreach. The practical draw is a bundle of business tasks in one agent, with Meta saying it will not publish, send or spend without the…
Watch Desk
Developers told VentureBeat that safeguards in OpenAI and Anthropic models are flagging ordinary aerospace, robotics and security tasks, interrupting work and sometimes pushing them towards other models. The dispute is practical: how can AI tools block dangerous requests without treating routine engineering as a threat?
Cerebras Watch
Cerebras says its inference technology helps AlphaSense return initial research results in 10 to 20 seconds, while supporting a workflow that can plan, retrieve and evaluate evidence in multiple steps. The case study offers a concrete look at how lower latency can change an AI product’s design, not…
Microsoft AI Watch
Small businesses using AI tools should check what their existing Microsoft Purview setup actually covers before buying another security service. Acronis’s guide distinguishes AI visibility, data-loss controls and prompt-injection detection, and explains why the subscription name alone is no guarantee of protection.
AWS AI Watch
AWS has added metadata pre-filtering to Amazon S3 Vectors, so searches can narrow to matching records before comparing their similarity. AWS says highly selective filters can return up to five times more matching vectors than the previous approach on indexes using CLASSIC mode, a practical change for scoped…