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Dowson Tong, Senior Executive Vice President of Tencent Group, announced at the 2026 Tencent Global Digital Ecosystem Summit that the official version of the Hunyuan large model Hy4 will be released soon. Compared with the Hy4 Preview open-sourced on August 28, it is comprehensively upgraded, strengthens long-horizon tasks and real productivity task capabilities, significantly improves chain-of-thought efficiency, and adds visual understanding for the first time; Hy4 Flash, which focuses on cost

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Google releases the new model Gemini 4 Carbon, replacing Argon, which was launched four weeks ago; initially it is available only to U.S. intelligence agencies and cyber defenders selected through the Fairwind program. Google says Carbon improved from Argon's 42% to nearly 55% on the Exploitgym benchmark, leads GPT-6 Astra with about 88% on SEC-bench Pro, and reaches 71% on CWE-bench. Pricing is $4 per million input tokens and $20 per million output tokens, with a 50% discount initially, and pub

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Articul8 has released the decision model Bivia, which is provided via API for enterprise AI agents to make structured decisions across formats such as text, images, and documents, supporting five decision types: Choice, Boolean, Score, Set, and Span. It can be specialized for enterprise data, industry knowledge, and historical decisions, and offers three operating modes: Fast, Fast+think, and Deep, with the option to abstain when evidence is insufficient. According to Articul8's internal evaluat

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The Modern Enterprise Readiness Study by Dell Technologies and Vanson Bourne shows that 67% of Indian organizations believe their existing data center environments are not yet capable of supporting AI workloads at production scale. Vishal Kappanna, Engineering Director at Tesco Technology, points out that the biggest obstacle to moving AI agents from pilot to production is often not the model itself, but integration with fragmented enterprise data, legacy applications, security controls, and bus

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At the 2026 Tencent Global Digital Ecosystem Summit, Intel and Tencent Cloud launched new-generation cloud instances based on Intel Xeon 6+ processors, delivering an overall performance improvement of more than 30% over the previous generation. Xeon 6+ offers up to 288 efficiency cores, and a single processor can support the stable deployment of more than 1,000 agents, while also introducing Intel TDX for hardware-level isolation. The two parties also leveraged IAA to bring 2M-page decompression

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Google DeepMind launched Gemini 4 Carbon two weeks after the release of Argon. The model scored 59 on the Artificial Analysis Intelligence Index v5.0, higher than Argon's 50, ranking first. Carbon is designed for long-horizon engineering tasks, rose to 1769 points and fourth place on WebDev Arena, and reduced the attack success rate from 0.7% to 0.0% on the Gray Swan indirect prompt injection benchmark. The model is first being made available to select cybersecurity experts, priced at $2 per mil

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Google DeepMind has released Gemini 4 Carbon, which ranks first on the Artificial Analysis Intelligence Index v5 with a score of 59 and leads in 4 of 9 evaluations including HLE-Diamond and TB-Science. The model focuses on cybersecurity and long-horizon tasks, claiming 88.2% on SEC-bench Pro, 54.8% on ExploitGym, and 71.0% on CWE-bench, and is initially available only to trusted cybersecurity personnel through the Fairwind Program. In terms of specifications, it supports a 1M token context and 1

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Iluvatar CoreX held its first live demonstration of the Tianyao 300 at a media open day on October 28, claiming that in comparative tests on large language models such as GLM-5.3 as well as text-to-image and text-to-video scenarios, it outperformed the H200 overall. On the training side, in an 8-GPU full-system FP8-precision demonstration based on Qwen3-32B, the Tianyao 300 achieved per-GPU effective throughput 1.33 times that of the H100. The Tianyao 300 was unveiled at this year's World Artifi

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A TMTPost article states that ByteDance has listed world models as one of its four major AI priorities for 2026, with the goal of releasing at least one version by the end of the year, benchmarked against Google Genie 3, and that users can enter cloud-generated worlds via Pico headsets using voice and motion. The article also reviews Google Genie 4, released on October 28, which supports real-time changes to weather, camera movement, and the introduction of characters using natural language, and

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TMTPost's Digital Intelligence Frontier reviewed the impact on the embodied intelligence industry in the roughly 50 days since OpenAI released GPT-6 Astra: Astra can directly control a robotic arm to complete tasks such as drawing a bridge without training on specialized robot data, and Nvidia's Jim Fan said it pushed the benchmark of his company's robotics framework to about 99%. However, an evaluation by SenseTime together with multiple institutions concluded that while it already has the abil

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CASBOT recently completed a funding round in the hundreds of millions of yuan (Series A++), jointly invested by Zhilai Investment, Yonghua Investment, Maotian Investment, Yuanhe Chenkun, Guoke Kezhi, Luning Investment and others, with the funds used for mass production and delivery of products, research and development of embodied brain technology, and market expansion. The company said that the total value of embodied shoe-making robot orders on hand this year has exceeded 400 million yuan, wit

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OpenAI released the GPT-6 Luna (October 29) update, which responds more concisely and reduces overly sycophantic phrasing; under the Preparedness Framework it is still rated High for both cybersecurity and biochemical capabilities, and it uses the same set of safeguards as GPT-6 Luna (October 7). This version improves over the previous version on the gore evaluation in Production Benchmarks, achieving a Pareto improvement between safely handling harmful requests and helpfulness; in the U18 evalu

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Elorian and Mercor jointly released the DecoyCount benchmark, which tests whether models truly count objects or rely on visual shortcuts. Frontier models all scored below 50% accuracy, with the highest being GPT-6 Astra at 43.17%. Elorian says its visual reasoning model Glimpse scored 50.48% in a single run on 1,660 questions, making it the only model to exceed 50%, but this result comes from internal testing and did not use an agent or tool framework, whereas the six models in the paper each to

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Xinyan Robotics officially released its embodied family agent "Bubbo 1" on October 29, delivering companion-style interaction based on its self-developed Bubbo OS. Founder Ren Yongliang said that technology determines the lower bound of the experience while interaction determines the upper bound, and expressed the hope of giving autonomy back to children and space back to families. The company was founded in 2025 and focuses on the research and development of emotional intelligence robots for th

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SanDisk reported revenue of $11 billion for the first quarter of fiscal 2027, up 378% year over year, including $4.8 billion in data center revenue, up 61% quarter over quarter. Management said customers have underestimated the NAND capacity needed to run AI infrastructure; about 50% of 2027 supply and roughly two-thirds of 2028 supply have already been booked under NBM long-term orders, with supply visibility extending to 2030 and even further out. The first HBF memory chip has completed tape-o

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At the 2026 Tencent Global Digital Ecosystem Summit, Tencent announced an upgrade to the WorkBuddy Enterprise Edition open strategy, and used Buddy One to connect Tencent Docs, Tencent Meeting, Tencent Drive, and ima, sharing the same Agent foundation along with a unified account and credit pool. Dowson Tong disclosed that since its launch in March this year, WorkBuddy Enterprise Edition has been deployed in more than 50 industries, covering 50% of the Fortune 500 China companies and 60% of Chin

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Anthropic hiring manager Felix Reiseberg announced that the company will no longer use traditional coding interviews to evaluate candidates, citing the fact that Claude is already stronger than humans at both React challenges and assembly problems, and that truly impactful builders do not win through such tests. He advises junior engineers to pick an idea that can drive business impact, build a working prototype over the weekend, focus on just one good idea, and leverage their fresh perspective

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NVIDIA has released the open-weight model Nemotron 3.5 Transcribe on Hugging Face and ModelScope, integrating transcription, speaker diarization, translation, and audio question answering into a single checkpoint. It supports transcription in 40 languages, translation between 31 languages and English, and speaker labeling in 13 languages, can process recordings up to 1 hour long, and can label up to 8 speakers. The model ranks first among open-weight models on the English leaderboard of the Hugg

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MoleculeMind has released a technical report on its AI protein de novo design platform MMDesign, covering 19 projects across 18 targets and two modalities—nanobodies and macrocyclic peptides—with 18 yielding experimentally confirmed binders, a project success rate of 94.7%; of 453 tested candidates, 139 were hits, a candidate hit rate of 30.7%. All six GPCR targets succeeded, with best affinities reaching the nanomolar level: GPR68 achieved a best KD as low as 12.1 nM, and all 30 candidates for

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Google DeepMind has released Genie 4, a new-generation world model that can turn prompts into explorable, realistic scenes in real time, and for the first time the Genie model itself generates background sounds and music, while characters in the scene can also hold real-time conversations. Users move via the keyboard and use text prompts to modify content in the scene instantly, with the scene remaining coherent across multiple inputs. In the demo, a simulated Apptronik Apollo robot plays checke

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