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San Francisco startup Hone, led by former Cognition chief of staff Moritz Stephan, closed a $60 million seed round at a $285 million valuation, led by Benchmark and co-led by Index Ventures, to build “Engines”: persistent agents that are assigned a business outcome and work on it for weeks or months.
HCLTech announced on October 12, 2026, a Global Premier Partnership with Anthropic that includes a business unit and center of excellence dedicated to Claude, plus integration of Claude and Claude Code into HCLSoftware products such as BigFix and AppScan and into its AI Force platform, with policy controls and human oversight.
Workday and Anthropic announced on October 13, 2026, at Workday Rising, a partnership that connects Sana agents with Claude through the open MCP protocol, so HR and finance work can start on either platform while respecting Workday permissions; the plugin is in early access and due for general availability in late 2026.
Ambi, founded by former Plaud executive Peter Mo, announced on October 12, 2026, that it has raised $26 million across several rounds led by Luminous Ventures and manufacturer Huaqin, and is launching iPhone, Mac and Apple Watch apps that can capture context all day, with ambient capture off by default.
Physical AI lab Nature Will, founded in April 2026 by Tsinghua researcher Ning Ding, unveiled Natura-1 on October 13, 2026: a 50-billion-parameter mixture-of-experts model that drives 20-degree-of-freedom robot hands in a 100-millisecond loop and follows instructions zero-shot.
NVIDIA detailed on October 13, 2026, the software ecosystem for RTX Spark laptops, which go on sale October 16: the open Nemotron 3.5 Bolt 74B model arrives October 15, PAIR leaves beta, and agents such as GitHub Copilot, Hermes and OpenClaw adopt sandboxing with OpenShell and MXC.
OpenAI announced on October 12, 2026, that it will create 200 new roles in Ireland tied to an Applied AI Lab at its Dublin EU headquarters, bringing its jobs commitment in the country this year to 450, plus a Founder Cafe program with Dogpatch Labs for 150 founders.
The European Commission reported on October 12, 2026, that Henna Virkkunen and Seán Ó hÉigeartaigh convened a special AI Scientific Panel meeting on October 9 about recent loss-of-control incidents; the panel recommends governing internal models, building incident-investigation capacity and an international crisis-response initiative.
Science published Google DeepMind’s paper on AlphaProof Nexus on October 8, 2026, describing an agent framework that produces formal proofs verified in Lean and solved 9 of 353 attempted Erdős problems and 44 of 492 open OEIS conjectures.
Meta Superintelligence Labs unveiled Muse Wonder and Muse Wonder Full on October 12, 2026, trained at the Prometheus data center in Ohio and focused on active memory, sustained work and coding; Wonder costs $4 per million input tokens and $20 per million output tokens on Meta’s API.
Nous Research, developer of the open-source Hermes agent, confirmed on October 7, 2026, a $90 million Series B at a $1.5 billion valuation led by Robot Ventures, and pushed its Hermes for Businesses offering for corporate customers, according to TechCrunch and The Wall Street Journal.
Mecka AI, the startup that collects human motion data to train humanoid robots, announced on October 7, 2026, a $60 million Series B led by Sequoia Capital, with participation from Nvidia, Microsoft’s M12 fund and others; TechCrunch had earlier reported talks at a valuation of about $500 million.
Neural Pulse is an exclusive artificial intelligence editorial: models, hardware, regulation, and the ecosystem pushing the tech frontier.