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MoleculeMind has released a technical report on its AI de novo protein design platform MMDesign, covering 19 design projects across 18 targets and two modalities—nanobodies and macrocyclic peptides—of which 18 yielded bindable molecules, for a project success rate of 94.7%; among 453 tested candidates, 139 were confirmed to bind, for a candidate hit rate of 30.7%. For all six GPCR targets CCR7, CCR8, EP2, GPR68, NK3R, and A2AR, experimentally confirmed binding molecules were obtained, with per-t

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Google DeepMind has released the Genie 4 world model as a research preview to trusted testers; it can generate explorable worlds in real time from text and image prompts, and natively generate ambient sound, music, and character dialogue. The model introduces Gemini 3.8 Flash as a planner within the simulation loop, responsible for breaking down goals, inspecting frames, and replanning, which DeepMind calls an early step toward hybrid world models. Genie 4 is hosted only on Google's platform and

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A manufacturing enterprise in Hangzhou used FDE to automate its fund reporting process: the 4-person treasury department manages more than 200 accounts across over 60 banks, and reports have changed from being manually rushed out before 10 a.m. every day to being automatically sent to the boss's email inbox at 8 a.m. every day, with the treasury team switching to a weekly review. The new process is divided into five steps: pulling transaction records, reconciliation, data extraction, report gene

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Liu Rui, the first director of Huawei's Xiaoyi Large Model Application Lab, proposed that AI assistants must move beyond the chat box and shift from passive response to proactive service. The conversational photo-editing technology he previously failed to get approved as a project at SenseTime has already been unveiled at the 2025 Huawei Mate 80 launch event. The lab has also launched the Aura streaming video understanding model, which supports real-time video interaction and proactive service,

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Google DeepMind has released the world model Genie 4, which can generate interactive worlds in real time and, for the first time, natively generate ambient sound and character dialogue. The model builds on capabilities from the Gemini series; Gemini 3.8 Flash breaks down goals in a loop and checks frames to maintain causal coherence across multi-step events, and Gemini 4 Argon has also been used for joint simulation tasks with Gemini Robotics. The company says it remains an early experimental mo

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Google DeepMind has released Gemini 4 Carbon, calling it its strongest model, ranking first with 59 points on the Artificial Analysis Intelligence Index v5.0 and leading on SEC-bench Pro (88.2%), ExploitGym (54.8%), and CWE-bench (71.0%). The model targets long-horizon engineering tasks; an internal team once had it run continuously for several days to investigate and fix hidden defects in a large codebase, and it rose 89 elo to 4th place (1768) on WebDev Arena. Starting this week, Carbon will f

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Google's Gemini 4 Carbon ranks first on the Artificial Analysis Intelligence Index v5 with a score of 59, leading in four of the 9 evaluations: HLE-Diamond, Terminal-Bench-Science, AA-Omniscience, and AutomationBench-AA. On the Coding Agent Index, Gemini 4 Carbon (high) paired with the Antigravity CLI scores 59, trailing Claude Code paired with Claude Opus 5.5 (max, 62 points) by 3 points. The model has a 1M-token context window, supports text, image, video, and speech input, and is priced at a

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Alphabet's Q3 2026 revenue grew 25% year-over-year, with annualized revenue reaching $500 billion, and Google Cloud revenue up 103%. CEO Sundar Pichai said first-party model APIs process nearly 32 billion tokens per minute, 40% more than last quarter; the Gemini app has reached 1 billion users, making it the fastest-growing product in Google's history. A new model in the Gemini 4 series, Carbon, was also released that day; it ranks first on the Artificial Analysis Intelligence Index with a score

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Google DeepMind has released Gemini 4 Carbon, calling it its strongest model, ranking first with 59 points on the Artificial Analysis Intelligence Index v5.0, and achieving 88.2% on SEC-bench Pro, 54.8% on ExploitGym, and 71.0% on CWE-bench. The model is aimed at long-horizon engineering tasks; an internal team once had it run continuously for several days to investigate and fix hidden defects in a large codebase, and it rose to 4th place on WebDev Arena with 1,768 points. Starting this week, Ca

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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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Two weeks after the debut of Gemini 4 Argon, Google released a new-generation frontier model, Gemini 4 Carbon, saying it achieves the current highest level in cybersecurity and long-horizon tasks, with enhancements for coding, Agent workflows, and cyber defense. The model scored 88.2% on the vulnerability discovery benchmark SEC-bench Pro, 54.8% on the exploit benchmark Exploit Gym, and 71.0% on the patch application benchmark CWE-bench. Carbon will first be made available this week to some cybe

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Google DeepMind has launched Gemini 4 Carbon, calling it a frontier model for long-horizon agentic coding and cybersecurity defense, ranking first with 59 points on the Artificial Analysis Intelligence Index v5.0. The model achieved 96.2% on the GraphWalks long-context test, and 88.2%, 54.8%, and 71.0% on SEC-bench Pro, ExploitGym, and CWE-bench, respectively, but on OSWorld-2.1 it trailed Claude Opus 5.5's 87.2% with 81.5%. Carbon is currently available only to vetted cybersecurity defenders, w

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At Alphabet's Q3 earnings call, Google announced it would expand ads in AI Mode to international markets and launch multi-turn conversational ads. Alphabet's quarterly revenue was $127.6 billion, up 25% year over year, but search ad revenue growth slowed from 19% in Q1 and 17% in Q2 to 12%, and the stock fell 8% after the earnings report. Google says the click-through rate on sponsored product listings in AI Mode is now comparable to organic results, and the average AI Mode query is 3 times long

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Mouser Electronics is now stocking NXP Semiconductors' new Ara240 discrete neural processing unit (DNPU), which delivers up to 40 eTOPS of compute and supports up to 16GB of LPDDR4 memory, targeting real-time generative AI, industrial automation, autonomous robots and edge applications. The chip can efficiently execute LLMs and VLMs, integrates into edge computing platforms via PCIe Gen4 and USB 3.2 host interfaces, and is accompanied by the Ara SDK to accelerate deployment. Mouser also offers t

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Shunheng Intelligent's self-developed dexterous manipulation humanoid robot SynDexy C1 has completed its first small-batch delivery and will be used for precision assembly processes at customer factories in consumer electronics and electronic components. In prior testing, the success rate for key tasks exceeded 98%. The robot is equipped with self-developed visual-tactile sensors and the visual-tactile-force tri-state fusion manipulation model SynDexy M1, has 22 degrees of freedom across its bod

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Vaibhav Srivastav, OpenAI's Head of Developer Experience and Community, said in an interview that GPT-6.1 Sol can achieve about 95% of the performance of GPT-6 Astra at only one-fifth the cost, and that he himself mainly uses Sol in his daily work. He recommends using Astra for adversarial review on new projects or unfamiliar problems, and said the Ultrafast tier targets real-time scenarios such as fraud detection and financial investigations, with speeds exceeding 300 tokens per second. He also

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OpenAI has launched GPT-6.1 Terra, a new model in the GPT-6 series positioned as an efficient model for high-throughput professional work, with strong image analysis and computer operation capabilities. The system card addendum states that under the Preparedness Framework, the model is rated Critical in the cybersecurity domain and High in the biological and chemical domains, using the same set of safeguards as GPT-6.1 Sol and GPT-6 Astra. On Production Benchmarks, its safety performance is on p

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At the ThunderWorld 2026 conference, ThunderSoft clearly positioned its robotics business as "robot brains + Agent AIOS," and provides complete deployment solutions in key vertical scenarios, while also releasing products such as AquaDrive AIOS 3.0, the TurboX platform, and the WiseEvolve enterprise AI operating system. Its controlled subsidiary Xiaowu Intelligence, targeting smart manufacturing and smart logistics, showcased a full-stack solution covering autonomous transport, fork-lift, embodi

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