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Eka Robotics raises $150 million at a $14.5 billion valuation to build robotic hands with a sense of touch

Eka Robotics has completed a $150 million Series A funding round at a $14.5 billion valuation, led by Andreessen Horowitz and Fidelity's F-Prime. Its vision-force-action model uses force sensors in custom grippers to sense grip strength, allowing it to adjust its hold mid-grasp when an object slips. The robot can pick up about 1,500 objects per hour that are outside its training data, compared with a human baseline of about 600. The gripper costs less than $1,000 and is currently rated for 5 million work cycles; the company aims to raise that to 20 million, the standard for industrial robotic arms.

a16z: Superhuman Hardware Design Is the Easy Part

The a16z article points out that frontier models can already generate CAD, design custom PCBs, source COTS parts, and describe assembly methods, with hardware design benchmarks such as CAD Arena, EE Bench, and LuxoBench showing steady capability gains. But the interface between the digital and physical worlds is lossy: even if a model can complete a electromechanical design in one shot, it still must cross multiple layers of obstacles from digital design to CNC machining, tolerance stacking, external suppliers, and scaled mass production.

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From Afghanistan to Dark Web Search: Microsoft Research Catalyst Lab head Chris White on how technology can have real-world impact

In a podcast, Microsoft Research Catalyst Lab head Chris White reflected on his journey from a Harvard postdoc to a DARPA program manager, then to head of advanced technology in the Afghanistan war zone, and later to dark web search tools to combat human trafficking. He received the 2016 Presidential Award for Extraordinary Efforts to Combat Trafficking in Persons for this work, and emphasized the critical role of problem selection in innovation.

Australian Labor and Coalition Take Risks on AI Regulation as Community Support Collapses

Australian Labor and the Coalition are converging on a rare consensus on AI, but community trust keeps sliding: last year only 30% of Australians believed AI's benefits outweigh its risks, and trust is set to fall further in 2026. In their report, Edward Santow and Sarah Sacher point out that AI-driven workplace surveillance has already caused real harm in supermarkets, remote work and ride-hailing, and call for amending the Fair Work Act to require that any employee monitoring be "fair and reasonable."

Ethan Mollick reviews 30 months of AI development in charts

On the release day of his new book Co-Existence, Ethan Mollick used charts to review the AI progress in the 30 months since his previous book Co-Intelligence was published. He said that since GPT-4, 20 models have successively taken the top spot, and 180 models were stronger than GPT-4 at release, 19 of which can run on modern smartphones; the METR long-task benchmark showed that the amount of human work AI can complete increased from 4 minutes in 2024 to 17 hours in April 2026, and the benchmark was subsequently discontinued because it could no longer measure accurately. He proposed a third mode of collaboration beyond centaur and cyborg: conjurer, that is, summoning agents, assigning tasks, and evaluating results. The charts in this article were completed by Opus 5.5 in Claude Projects orchestrating multiple agents.

a16z Leads Eka Robotics Series A Funding

a16z announced it has led the Series A funding round of Eka Robotics, betting on its approach to solving the challenge of robotic dexterous manipulation. Eka builds a Vision-Force-Action model that combines visual perception with robotic hand force feedback, and trains manipulation policies with reinforcement learning in physical simulation, enabling robots to obtain information from contact itself and correct in real time when slipping or insertion is obstructed. The founding team includes Pulkit Agrawal of MIT CSAIL and Tuomas Haarnoja, co-proposer of Soft Actor-Critic.

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MiniMax Releases M3.1 Flash, Scoring 29.6% on Agents' Last Exam to Rank First Among Chinese Models

MiniMax has officially released M3.1 Flash, the model previously known as Space Bunny (Yutu) that topped the charts anonymously on OpenRouter. It scores 29.6% on Agents' Last Exam, ranking first among Chinese models. The model achieves 73.7% on DeepSWE v1.1, 82.2 points on CyberGym, and 61.7 points on OSWorld V2, with output speeds of up to 200+ TPS and a P50 maintained at 170+ TPS. Pricing is 1 yuan per million input tokens, 4 yuan for output, and 0.1 yuan for cache reads.

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OpenAI plans to raise $30 billion, targeting a $1.4 trillion valuation

According to Reuters citing people familiar with the matter, OpenAI is accelerating its fundraising and plans to raise about $30 billion from investors, with its valuation expected to exceed $1.4 trillion, with SoftBank Group and MGX participating. OpenAI is pitching investors on $50 billion in annualized revenue and expects annualized revenue to reach $70 billion by year-end as the GPT-6 Astra model launches. The fundraising process is intended to lock in subscription commitments before Anthropic's expected mid-November IPO; OpenAI's valuation reached $852 billion after raising $122 billion in March this year.

Gray Swan relaunches Arena red-teaming competition, targeting the AI agent era

AI security company Gray Swan on Tuesday launched a redesigned Arena platform, where contestants compete for prize money by tricking AI models into breaking through their guardrails, adding a sandboxed testing environment for indirect prompt injection. The new platform offers beginner-friendly challenges, training certificates, and a pathway for top performers to enter the Gray Swan red-team community and take part in real-world testing. Gray Swan conducts pre-release stress testing for frontier labs such as Anthropic, OpenAI, and Google DeepMind, and its Arena community has about 15,000 members.

Daytona raises a $60 million Series B at a $1 billion valuation

Daytona, which provides cloud sandboxes for AI agents, has raised a $60 million Series B at a $1 billion valuation, led by FirstMark, bringing its total funding to about $91 million. Its customers include Anthropic, OpenAI, Nvidia, Cursor, Cognition, Meta, and Cohere, and CEO Burazin said the company's revenue run rate grew 25-fold between January and September. Daytona says it can provision a new sandbox for an agent within 60 milliseconds by pre-distributing snapshots of configured machines to servers' physical disks.

Thomas Frank's New Book "The Creativity Hoax": How Innovation Became America's Biggest Business

In his new book "The Creativity Hoax," Thomas Frank, author of "What's the Matter with Kansas?," traces the ideologicalization of the concepts of "innovation" and "creativity" since the 1950s, originating with BBDO advertising man Alex Osborn's promotion of the term "brainstorm." He argues that this narrative first labeled blue-collar workers as "uncreative," and now AI is bringing the same shock to the white-collar creative class. Frank also criticizes LLMs for tending to repeat authoritative answers and reinforce orthodox views, citing an example in which a model misattributed a song lyric to "The Great Gatsby."