Can AI automate Epoch? We're introducing Epoch Automation Reports to evaluate frontier models on realistic, open-ended tasks drawn from our own work. Claude Fable 5.1 and GPT-6 Astra lead, yet they are far from fully automating Epoch’s work.
Anthropic updated its usage policy for the first time in more than a year, adding a ban on "persistent and needless abuse or cruelty" toward Claude. It says ending a conversation remains the primary enforcement measure. The clause applies only to extreme cases in which users repeatedly mistreat the model cruelly without an apparent purpose; it does not cover ordinary frustration, disagreement, dark creative themes, or model testing and research.
Amazon SageMaker HyperPod published a multi-tenant reference architecture that lets multiple teams share the same HyperPod EKS cluster.
In an interview, Periodic Labs' Liam Fedus and Ekin Dogus Cubuk proposed a "synthesis superintelligence" approach: reinforcement learning in physical experiments, AI-driven materials characterization, density functional theory (DFT), and high-throughput labs. The aim is for models to learn the full process of doing science, rather than only studying published results.
Aravind Srinivas says Perplexity Decider ranks first on DecisionBench and has the lowest cost. https://twitter.com/rohanatlan/status/2108233674538041588 The quoted post by @rohanatlan reports that Decider V1.1 achieved 93.9% accuracy across 949 shared text cases, with 534 ms median latency and $0.016 / 1k decisions, and says they plan to try it for their product use cases. Latest results: https://decisionbench.ai
Goodfire released a new approach to monitoring AI agents that reads internal model activations directly instead of asking a second model to reread the output. It is now available to Baseten customers.
AI hardware startup Natura launched Interface, a $99 smart ring. A press on the finger can ask an AI agent to complete tasks or record thoughts, without taking out a phone.
Google released an experimental note-taking app, Google AI Edge Foresight, that transcribes meetings and audio files completely offline. It is free, powered by its on-device EmbeddingGemma 2 model, and currently runs on macOS.
OpenAI disrupted two AI-assisted influence operations that used fake reporters and a think tank to spread geopolitical messages.
We are deepening our commitment to scientific research and technological discovery with a $150 million commitment to the Genesis Mission. We will also provide Claude and technical support to more than 15 federal agencies. https://www.anthropic.com/news/genesis-mission-commitment
Ambrosia Energy CEO Ben Longmier and Bill Thayer, head of data center solutions at Bloom Energy, will speak on the Smart Systems Stage at TechCrunch Disrupt 2026 about who wins in the AI infrastructure boom. They will focus on how physical constraints around power, grids, data centers, and cooling create durable business opportunities, and on new categories where startups can enter.
At its Gemini at Work event, Google launched a general-purpose Gemini AI agent that can work in the background across apps and devices. It is available through the Gemini Enterprise app, where users can chat and assign tasks from a single interface.
In the digital world, AI has made almost anything possible. Before long, the same will be true of the physical world (also thanks in large part to AI).
Satya Nadella says Microsoft aims to make Copilot a new operating system for work, connecting agents with business context, workflows, and systems of record. Microsoft announced 30+ new Copilot skills across Dynamics 365 Sales, Service, and Customer Insights, and introduced Copilot Managed Runtime for code hosted in a company’s environment under IT governance. Nadella describes a future where people can use Copilot’s Code experience to customize or build software connected to their existing business systems.
Is there anything Reachy mini can’t do?
Shengshu Technology opened a preview of its next-generation flagship video-generation model, Vidu Q4, highlighting lifelike expression. It first released three capabilities: character performance, camera language, and visual-effects scenes. The model supports direct output up to 4K, clips up to 16 seconds, and up to 15 reference images and three reference audio clips per generation.
A QbitAI page was altered with content attributed to trenggalek6etar. The page displayed the names JATIM4U, Jangene_Cakep, Panataran, 0x1999, 0xIDiot, Unlucky, and Mr.Optimuz_Root, among others. It also retained the notice: 'Copyright. Reproduction or use in any form without authorization is prohibited; violators will be held accountable.'
Cal AI co-founder Zach Yadegari raised $10 million for his new AI agent company, Persona, in a round led by Vine Ventures. Persona is positioned as a personal AI assistant and plans to launch a $179 wearable wristband in December. It has already attracted thousands of users through a free iMessage beta.
TechCrunch Disrupt 2026 takes place in five days at Moscone West in San Francisco. Buyers can save up to $100 by purchasing before doors open at 8 a.m. PT on October 13. Passes start at $299, a second pass of the same type is half price, and groups of four or more receive additional discounts.
@POLITICOEurope reports that Ecosia is dropping its French AI partner Mistral and will bet on open-source models, including models from China. Arthur Mensch responds: “We serve those as well! Sorry if using nuclear energy is a real blocker”
Artificial, a satirical film directed by Luca Guadagnino, premiered at the New York Film Festival. It focuses on OpenAI CEO Sam Altman's rise and brief ouster, closely following real events.
On The Verge's Decoder podcast, host Nilay Patel and senior AI reporter Hayden Field discussed consumer AI agents such as Meta's Muse, OpenAI's Dots, and xAI's Grok Bot.
Abu Dhabi's Technology Innovation Institute (TII) released Falcon-ASR, a 1.6B-parameter speech recognition model focused on Arabic and Emirati dialects, with support for English, French, Spanish, and Portuguese as well. Its average WER across six Arabic test sets is 20.92%, 2.25 percentage points below the best public result of 23.17% in the leaderboard snapshot used. In an internal Emirati dialect evaluation, it achieved a 22.73% WER and 10.19% CER, outperforming Qwen3-Omni.
Gears of War: E-Day launches on GeForce NOW this week. Ultimate members can play with cloud performance equivalent to a GeForce RTX 5080 and support for NVIDIA DLSS and NVIDIA Reflex.
Two Ethereum researchers warned that, in a worst-case scenario, AI-assisted mathematical research could break the signature systems used by crypto wallets within months. Justin Drake called on the blockchain industry on X to prepare for bunker mode and suggested moving funds to addresses that have never signed a transaction, since signatures reveal public keys that could theoretically be used to derive private keys.
Manus parent company Butterfly Effect said in a WeChat announcement that it had raised more than $500 million. This is its first financing round since Meta was forced to cancel its $2 billion acquisition. The round was led by Boyu Capital and IDG Capital, with existing investors including Tencent, HSG, and ZhenFund participating.
Google released the meeting notes app Google AI Edge Foresight, positioned as a competitor to Granola. It runs entirely offline on Mac and uses the on-device EmbeddingGemma 2 model with 740 million parameters to capture meeting content across apps, including in-person meetings.
A QbitAI content page dated October 8, 2026 was altered with strings attributed to trenggalek6etar. Its body was replaced by names including JATIM4U, Jangene_Cakep, Panataran, 0x1999, 0xIDiot, Unlucky, and Mr.Optimuz_Root, along with a copyright notice. No original article content remained on the page.
At APRCE 2026, Zhengxing Innovation released a Physical AI solution for open retail scenarios, simultaneously launching the bipedal humanoid robot H1 and the wheeled-arm robot C1 for handling and shelf stocking, supporting rapid "zero-modification" store deployment. The solution consists of the robot bodies and the unified management platform M1. The robots can autonomously complete 99% of tasks. Commercial services are planned for 2027, with support for direct purchase or RaaS subscription.
ICANN published the list of applications for this round of new top-level domains. It received 1,615 applications from 481 applicants, with AI-related suffixes among the most popular.
We urgently need more public traces of AI agents attacking and defending systems. Defenders can’t learn from what they can’t see. If you have traces and are being pressured to keep them private, my DMs are open. Let’s level the playing field and fight the asymmetry and lack of transparency in AI!
Security company Zenity Labs says AWS Bedrock AgentCore has a vulnerability chain it calls AgentCorruption. An attacker needs only chat access to one publicly accessible agent and a single prompt to take over all AgentCore agents in the same AWS account and region, read private conversations, download source code, and obtain stored credentials.
A QbitAI content page published on October 8, 2026 was altered by an intruder identified as trenggalek6etar. The page displayed names including JATIM4U, Jangene_Cakep, Panataran, 0x1999, 0xIDiot, Unlucky, and Mr.Optimuz_Root. The body had been replaced and the original content was no longer visible; a copyright notice remained at the end.
Blind preorders for the Lenovo YOGA Pro 15 RTX Spark opened nationwide at 9:00 on October 8. It is one of the first local-agent AI PCs to feature the NVIDIA RTX Spark N1X superchip.
Nvidia is extending its Halos safety system from autonomous driving to robotics. Announced in June 2026, Halos for Robotics targets warehouse autonomous mobile robots, humanoid robots in factories, and surgical robots. It provides hardware and software tools to help developers build safety guardrails into physical AI devices. Amit Goel, who leads Nvidia's robotics ecosystem and edge computing, said safety is becoming the next bottleneck as AI models and robot hardware improve.
How H-Company Optimizes VLM Serving for Computer Use Agents With NVIDIA Dynamo https://t.co/gixR8bJLTj
Geely Auto Group unveiled its next-generation AI charging technology, Geely Smart Charge. Peak power reaches 2,250 kW per connector, maximum charging temperature stays below 65°C, and battery cycle life improves by 20%. The system uses Xingrui PowerMind, an energy brain co-developed with StepFun. In tests, the Lynk & Co 10 charged from 10% to 97% state of charge in an average of 8 minutes 40 seconds. By the end of 2027, Geely plans to build more than 22,000 charging stations and 100,000 charging connectors, becoming the first to provide coverage in every county nationwide.
UniPat AI released PaperBenchX, described as the first end-to-end, multidisciplinary benchmark for reproducing paper results. It builds 93 reproduction tasks from 93 papers, spanning 12 research areas including electromagnetics, photonics, chemistry, materials, biology, and robotics, across 10 field-native scientific environments, with 3,168 expert-verified scoring criteria.
Manus parent Butterfly Effect recently raised more than $500 million in a new round led by Boyu Capital and IDG Capital, with continued support from Tencent, Sequoia China, and ZhenFund. Manus is rebuilding its team to develop AI agent products for the Chinese market.
The seven-layer outline of the Carbon-Silicon Doctrine: Cross-Domain Migration Governance Code has been published, with 188 main installments and four additional negative-transfer prototypes, NT1–NT4, serving as a zero-numbered baseline and excluded from the main series. The layers are: Migration Incident Analysis (001–021), Migration Technical Mechanisms (022–051), Migration Rights and Responsibilities (053–081), Cross-Industry Migration Governance (082–109), Cross-Domain Top-Level Oversight (110–136), Civilization-Level Migration Risk Control (137–163), and Final Code Locking (164–188).
