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According to Bloomberg, U.S. robotics AI company Physical Intelligence is in talks for a new funding round of at least $1 billion, with existing investors Avenir and Lux Capital considering leading the round, and a post-money valuation expected at about $20 billion. The company was founded in 2024 and was valued at $5.6 billion in its November funding round last year; it currently has no commercial revenue and has not mass-produced robot products. Its technical approach is to build on VLM by int

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Google previews the Genie 4 world model, which can generate realistic three-dimensional environments based on natural language descriptions and supports editing operations such as changing the weather and adding objects with follow-up prompts. Compared with the previous generation, Genie 4 is better at rendering complex details such as fluid motion, can also generate accompanying audio such as crashing waves, and makes virtual characters move naturally and be controllable through real-time inter

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Google has released its new flagship model Gemini 4 Carbon, which tops the Artificial Analysis Intelligence Index 5.0 with a score of 59, surpassing Claude Opus 5.5 and GPT-6 Astra. It scored 65.2% on Terminal-Bench 4.0, 96.2% on GraphWalks for 256k to 1M context, and 88.2% on SEC-bench Pro vulnerability discovery. Initial pricing is $2 per million tokens for input and $10 per million tokens for output, with cached input as low as $0.2; because of its vulnerability discovery and exploitation cap

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Wan Bowen, a 31-year-old Chinese woman in Seattle, died after allegedly stopping her anti-epileptic drug lamotrigine on her own according to a day-by-day medication-reduction plan given by ChatGPT. Her parents filed a wrongful death lawsuit in San Francisco Superior Court, accusing OpenAI and Altman of practicing medicine without a license and providing dangerous medical advice. The report states that in January 2026 she asked ChatGPT to reduce her dosage from 400 milligrams to 300 milligrams pe

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Google released Gemini 4 Carbon, which scored 59 points on the Artificial Analysis Intelligence Index v5.0 leaderboard, surpassing Claude Opus 5.5's 58 points and GPT-6 Astra's 57 points. The model achieved 88.2%, 54.8%, and 71.0% on SEC-bench Pro, ExploitGym, and CWE-bench, respectively, and Google says it can handle engineering problems in large codebases continuously for several days. The model this week is first being made available to some cybersecurity defenders, then expanded to trusted p

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Musk produced the seven-minute first episode of The Odyssey with Grok Imagine and London startup Wonder Studios, drawing 7.3 million views on X, but the critical response was lukewarm, with The Guardian film critic Peter Bradshaw giving it 1 star. The episode was completed by a three-person creative team in under two weeks at a cost reportedly in the tens of thousands of dollars, whereas Nolan's version cost $250 million, shot for 91 days, and grossed $1.8 billion at the box office. Wonder Studi

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It is difficult for Jensen Huang and Nvidia to help Europe build a local AI ecosystem, and the core reason is that Nvidia is too powerful: the full-stack AI factory it delivers covers GPUs, CUDA-X libraries, and the model layer, so European companies can only build the application layer on top of it. Europe lacks chip companies that can compete head-on with Nvidia, and the representative model company Mistral AI has not gained global recognition. Nvidia has previously invested 8 billion US dolla

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Apple will launch its first touchscreen MacBook Pro at 1 a.m. Beijing time on October 29, with 14/16-inch models debuting OLED displays and M5 Pro/M5 Max chips, and Samsung Display as the exclusive panel supplier. Meta's capital expenditure in Q3 2026 reached $34.9 billion, exceeding operating cash flow of $32.8 billion, with free cash flow turning negative for the first time to -$2.1 billion. Anthropic quietly adjusted its Claude product line without an announcement, and Claude Opus 5.5 frequen

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Riley Goodside, once regarded as the world's first officially titled prompt engineer, has publicly declared that "prompt engineering is dead"—ordinary users can ask whatever they want, however they want. He added that the workload of engineers who write underlying prompts for systems, fine-tune small models, and embed prompts into applications has not decreased; what has died is only the prompt-crafting skill that ordinary users were once required to have. Chainguard used a single sentence—"find

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Cailianshe reported that in recent weeks hackers have massively deployed AI agents and automated tools to launch attacks, and industry insiders describe this month as Black October in the cybersecurity world. A major vulnerability was exposed in PHP, and as many as 70% of websites worldwide may face the risk of being hacked. The U.S. National Security Agency and the FBI warned enterprises to shut down their websites if they cannot patch immediately, and some government websites in Canada, Belgiu

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In an interview, Claude engineering lead Felix Rieseberg said he barely writes code anymore; his core approach is to hand crash data, business tools, and a computer to the model and let it decide what to fix itself, rather than having a human act as a relay repeating things item by item. He suggests opening multiple threads on the same output dedicated to proving it wrong, then opening another as a judge to filter which criticisms hold up; rather than giving each Agent a tiny slice of data, it i

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Automakers building humanoid robots aim to incubate new businesses using the funding, real factory tasks, and supply chain capabilities of their automotive operations—first validating them in manufacturing and store scenarios, then pursuing external customers. Tesla's Optimus has already begun production at the Fremont factory, with external delivery targets still around the end of 2027, and plans to build 10,000 to 20,000 units for training; Figure 02 has accumulated more than 1,250 hours of op

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In the first half of 2026, global humanoid robot shipments were about 19,000 units, with Chinese manufacturers' share rising to over 97%; in 2025, global shipments were about 25,000 units, with China accounting for about 52%, and global embodied intelligence financing exceeded USD 11 billion. The report notes that the industry has entered its first year of mass production and a commercialization inflection point, but the ratio of intended orders to actual deliveries is only about 10%–20%, and co

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Google CEO Pichai revealed in the "Sources" interview that Gemini 4 Argon processed about 25 trillion tokens in 72 hours of launch, 3 times that of Gemini 3.0 in the same period, and is still rate-limited due to compute constraints. He explained for the first time the reason for cutting Gemini 3.5 Pro: the team found a gap in the model on Agentic Coding, first used the Flash version to complete intensive iterations from 3.5 to 3.8 in about 3 months, while Argon pretraining had already been compl

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World models learn physical correlations through video and 3D simulation, and predict the consequences of their own actions, rather than learning language only from text. Thomas Brox, Professor of Pattern Recognition and Image Processing at the University of Freiburg, points out that this concept has long existed in biology and neuroscience, but is still fairly new in computer science; AlphaGo's internal representation was limited to the board, whereas current world models attempt to learn from

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PyTorch Conference North America 2026 was held on October 20–21 in San Jose, attracting more than 3,500 attendees and focusing on accelerating open intelligence and projects including PyTorch, vLLM, DeepSpeed, Ray, Helion, and Safetensors. The event announced TorchTPU, a native PyTorch TPU backend developed in collaboration between Google and Meta, as well as TorchNeuron, a native backend for AWS Trainium, which entered public testing under Apache 2.0 on October 20. Shopify shared a case study o

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Swiss robotics startup Enact Intelligence (Eta Robotics AG) has completed a $30 million pre-seed funding round, with investors including Yann LeCun, Mistral AI CEO Arthur Mensch, and Hugging Face co-founder Thomas Wolf. The company was founded by Manuel Yves Galliker, a former engineer at Physical Intelligence and 1X Technologies, and is developing an AI control model that can adapt to multiple robot embodiments, along with in-house actuators that combine force and tactile sensing capabilities.

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Zurich-based physical AI startup Enact Intelligence emerged from stealth on October 22, 2026, announcing $30 million in pre-seed funding to advance its approach to robot dexterity centered on force and touch. Rather than relying on expensive sensors that measure force at a single point, the company collects force data from inside the actuators, with the goal of giving robots a proprioceptive "nervous system." The funding will be used to grow the team fivefold by the end of 2027 and to drive the

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In an interview on the Decoder podcast, Bill Gates said people need to prepare for roughly 20 years of AI disruption, a period that could be so painful that society splits into two parts: those close to the technological frontier and those who reject it. In an article in late August, he previously said that even under the best-case scenario, the transition to a new AI era will be one of the most turbulent periods in human history, and he believes current policy responses and industry coordinatio

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