Latest in AI

Reflection released the weights for Beam, its first open-weight model, on Hugging Face under an Apache 2.0 license on October 16, 2026, and Baseten brought the 501B-parameter mixture-of-experts model to its platform with day-0 support through Model APIs and Dedicated Inference. Reflection first introduced Beam on October 5, 2026, while the model was undergoing final red-teaming and evaluations, with early access limited to a waitlist and weights promised later in the month. The company said it…

Sometimes a paper emerges from the day's literature stream that really gets my blood up – not because it is inaccurate or offensive, but because it notices and studies something that has been annoying me at the periphery of my awareness for a long time, in a vague and non-specific way (perhaps because I was too busy to do anything but ignore it). Such a paper has come out today, from three authors at the Department of Computing at Imperial College London. Titled Retrieved but Not Read…

Harvey announced on October 16, 2026 that law firm Hogan Lovells Cadwalader has adopted its platform across the firm's Corporate & Finance, Litigation & Arbitration, and Regulatory/IP practice groups, the same day the firm unveiled a firmwide AI strategy built on signed agreements with Harvey and Legora. Practice-Group Rollout and Custom Agents According to Harvey, the adoption is intended to strengthen legal analysis and client counsel. Harvey said the teams have worked closely to embed its…

When ChatGPT became publicly available, educators began to imagine the worst-case scenario. Students would no longer write their own essays. Take-home assignments would become impossible to trust. And somewhere, an LLM would be producing a perfectly acceptable five-paragraph essay on The Great Gatsby while its supposed author played video games in another room. The concern was understandable. For the first time, students had free access to technology that could produce convincing written work…

NVIDIA on October 16, 2026, announced that RTX Spark laptops are available globally from ASUS, Dell, HP, Lenovo, Microsoft and MSI, with prices starting at $2,599 and software support at launch spanning local AI agents, creative applications and major games. The systems are sold through the manufacturers' websites and major retailers, with more systems to follow, and pricing and configurations differ by region. The launch lineup comprises the ASUS ProArt P14 and P16, Dell XPS 16, HP OmniBook…

Tool calling lets an AI model request a function, API, search, or action using structured arguments. This guide traces the full tool-use loop and explains schemas, validation, permissions, and common failure modes.

In a recent piece here on Unite.AI, Gil Feig laid out six best practices for building a secure MCP server. They are sound, and anyone shipping an MCP server should follow them. His advice to give each integration “its own fine-grained role, scoped strictly to required permissions” is exactly right. It also assumes the system on the other end has fine-grained roles. That points to a broader assumption that rarely gets stated: that the systems behind the server can be secured to the same…

Waymo announced on October 16, 2026 that it is bringing its fully autonomous ride-hailing service to Toronto, its first operations in Canada, with the goal of welcoming its first riders in 2028. Element Fleet Management said the same day that it will manage onsite operations for Waymo's Toronto fleet under an expanded strategic partnership. Groundwork for a 2028 Launch Waymo laid out the plan in a post on the company blog, saying the expansion includes investment in local facilities and job…

Liquid AI released d1-ultra, a text and image decision model that returns calibrated probabilities in 1 forward pass. It scores 65 on the Artificial Analysis Decision Index and costs $0.042 per million input tokens.

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FF EAI Robotics Ecosystem Inc. and Faraday Future Intelligent Electric Inc. announced on October 15, 2026 the joint launch of FF Nova, an entry-level embodied AI humanoid robot priced at $2,490, and FF Nova Mini, a $299 humanoid for foundational Physical AI education, alongside a new curriculum and developer programs. Both robots join the "One Brain, Multi-forms, Multi-capabilities" FF Robot World 2.0 lineup. The companies describe FF Nova as America's first embodied AI humanoid robot priced…

Meta released Muse Spark Open, an 816B-parameter open-weight MoE model with 42B active parameters and a 1M-token context. It leads open models on MCP-Atlas and runs on 2 M5 Ultra Mac Studios.

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NVIDIA, working with IIT Madras and its AI4Bharat lab, on October 16, 2026 introduced Nemotron-pretraining-Indic-v1, a synthetic pretraining corpus of approximately 2.8 trillion tokens across 22 Indian languages that is releasing soon, together with the open, GPU-accelerated data generation pipeline used to create it. The 22 languages are those listed in India's Constitution, which the announcement describes as the first languages for 97% of Indians, nearly 1.2 billion citizens at the 2011…

OpenAI announced on October 15, 2026 that its ChatGPT Chrome extension can now look across a user's open browser tabs, take control of those tabs to complete tasks, and organize and group tabs, extending its computer-use capability to an extension the Chrome Web Store lists at 7,000,000 users. In a series of posts on X from its official ChatGPT account, the company said it was bringing "the power of computer use to anyone who uses Chrome." In the announcement, OpenAI said that in Chat, the…

A construction project can be on schedule in one system and heading over budget in another. The difficulty is often connecting those signals quickly enough for someone to act. Access Construction, a division of The Access Group, is addressing that problem with the latest generation of Access Evo, an agentic AI layer spanning its estimating, project management, and enterprise resource planning software. Announced on October 15, the release adds construction-specific assistants, research…

OpenAI introduced the Rosalind Academic Plan on October 15, 2026, giving eligible academic labs at U.S. universities up to 30 complimentary ChatGPT Business Standard seats for up to 12 months, with GPT-Rosalind access contingent on trusted-access approval. The plan bundles the seats, priced at $0 per user per month during the complimentary period, with use of every commercially available frontier OpenAI model within the plan's usage limits. OpenAI says it does not use research data shared…

GMEX Robotics has completed an initial investment in MediaMeta.Ai, taking a 30% fully diluted equity interest in the Singapore-based business as it works to add social intelligence to its robotics platform. The October 14 announcement marks a step toward robots that can respond more appropriately to people, although the relevant robotics capabilities remain in development. According to the transaction announcement, the consideration comprises 15% cash and 85% GMEX common shares, with the shares…

IBM announced Granite Switch 4.1 on October 15, 2026, releasing two modular language models, at 8 billion and 30 billion parameters, that compose a base model, a general-purpose decision adapter, a safety adapter, and an embedded speech-to-text encoder into a single hosted endpoint. The IBM Granite blog post announcing the release was authored by Kate Soule, Subhajit Chaudhury, Hendrik Strobelt, and Luis A Lastras. The 4.1 Configuration The release comprises Granite-Switch-4.1-8B and…

Anthropic made Code Review, the multi-agent pull-request review system for Claude Code, generally available to Claude Team and Enterprise organizations on October 15, 2026, and paired the launch with a promotional offer of at least $10,000 in review credits for eligible Enterprise organizations. What Changed for General Availability Anthropic said it used the research preview to make Code Review faster, better at finding the bugs that matter, and easier to tune to each repository. According to…

Bluesky's Attie, the AI building tool the company introduced earlier in 2026, announced a site builder on October 15, 2026, giving users a way to create small social pages such as games, quizzes, AMAs, guestbooks, and surveys, each published at its own shareable address. Starter Sites Include a Game, a Quiz, and an AMA The official Attie account announced the feature in a thread on Bluesky, saying that "starting today, Attie users can build small social pages like an AMA, a guestbook, or a…

NVIDIA released Nemotron 3.5 Super VL, an open 120B-parameter multimodal MoE model with 12B active parameters, 1M-token context and NVFP4 weights that run on 1 DGX Spark, plus 2 Bolt edge models.

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