Hatz AI announced on November 12, 2026 that it had raised $24 million in Series A funding to expand its AI platform for managed service providers (MSPs) and recruit engineers. Nadia Partners, Vestigo Ventures and The
AI agent payments get a spending-control layer as Rain launches Agent Vaults, which fund AI agents with stablecoin balances and issue single-use Visa and Mastercard cards with amount, merchant and expiry fixed before each purchase.
The industry won't be able to fend off customers' use of outside AI agents forever. Right now, though, bankers have an opportunity to begin creating the policies and procedures that will govern them in the future.
AI inference chip startup Fractile announced a $720 million Series C on November 11, led by Thrive Capital, Founders Fund, Lightspeed and Redpoint. The UK government puts the valuation above 5 billion pounds while a Reuters source says about $7 billion,
German AI robotics start-up Agile Robots said Thursday that a new funding round valued the company at $8.5 billion (7.7 billion euros), providing additional firepower for a global expansion. The funding would be used to support expansion in the United States,
We study a safety harness that improves itself without touching model weights. Enmo Safety wraps a chat model with a deterministic input assessment, trigger-matched safety guidance, spotlighting of untrusted content, and an output guard. A reflector model turns failures into…
Chain-of-thought (CoT) reasoning has emerged as a powerful paradigm for extending the computational capabilities of transformer-based models. A growing body of recent work has begun to uncover the fine-grained computational power of transformers augmented with CoT, as well as…
The success of modern score-based generative models is largely driven by diffusion-based training, which learns a collection of time-indexed score fields corresponding to progressively noisier versions of the data distribution. While such models achieve impressive sample…
This paper proposes a novel, lightweight convolutional neural network (CNN) designed for edge device deployment. The CNN is developed to recognize and classify threats or targets of interest. The model is equipped with a real-time hotspot detection algorithm, which enables it…