Just the conclusion firstOn November 13, OpenAI announced ChatGPT Wallet. It is a feature that allows the AI agent 'dots' to handle shopping payments on your behalf. Card numbers are not shared with the AI or the store,
SwarmEvolve measures program-search performance; Scientist World evaluates agents in paper-derived environments. Their figures answer different questions.
Find the recurring jobs that could be draining your time, from marketing and reporting to video and scripts. Avoid the mistake that can turn an AI agent into another job you have to manage. Your competitors may not have hired another employee. They may have built one.
India is making a bold bet on an indigenous AI model to avoid becoming a "digital colony", wagering that low cost, a huge home market and use of native languages can allow it to create a viable alternative to US and Chinese technology.
From AI that answers questions to AI that carries out tasksUntil now, generative AI was something you could ask questions to. Drafting text, summarizing, researching—these are all ways of "listening." However,
Following the departure of now-former NVIDIA CEO, Jensen Huang, a new report by The Wall Street Journal (via Wccftech) has emerged alleging that NVIDIA artificially inflated the ongoing GPU and memory shortage by investing in AI startups that would go on to buy NVIDIA GPUs and build data
Frontier video generation models work in a VAE latent space that compresses video in both space and time. This compression made training tractable, but now limits high-resolution, controllable, and interactive generation -- doubling resolution quadruples token count, conditions apply to groups of frames rather than individual ones, and each response must wait for the rest of its multi-frame block. We present PixVid, a simple yet effective method that lifts a pretrained latent video model to directly generate every frame in pixel space. PixVid keeps the diffusion transformer and replaces the VAE decoder with a convolutional head that renders its outputs into pixels. We find that predicting clean video rather than velocity, together with a larger noise shift, is key to quality. Finetuned from Wan2.1-14B, PixVid is competitive with the latent baseline within $\sim 1.3$M training clips. Working framewise in pixels, it generates at $2\times$ higher resolution with the same per-frame token count, keeps depth-conditioned video editing aligned under fast motion, and responds to each action at the next frame. Project page: https://chenshuo20.github.io/PixVid/
Open-source, self-hosted Slack alternative where your team and AI agents work together in channels and DMs. Agents run on Claude, ChatGPT/Codex, Gemini or Grok, with MCP tools, their own computer and browser, routines, memory and approvals. Web, desktop and phone apps. Docker…
Security tools raise findings across cloud environments, and AI agents now investigate and prioritize them. A finding is still resolved by people: it has to reach the people responsible for fixing it and accountable for the resource it concerns. Ownership is the organizational…
We study online reinforcement learning for the stochastic shortest path (SSP) problem with unknown transition dynamics. Although existing posterior-sampling methods perform well empirically on SSPs, their regret guarantees do not achieve the minimax-optimal order. We address…
Modern state-space models owe much of their computational efficiency to their linear, often diagonal, dynamics. Classical recurrent neural networks instead allow nonlinear state-to-state interactions, which can be beneficial when memory updates need to depend on the past…
3D visual grounding (3DVG) localizes language-referred objects in 3D scenes, with broad applicability in both indoor and outdoor environments. However, existing 3DVG research focuses on static indoor objects, limiting its use in dynamic outdoor autonomous driving. Motion…