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Intel reported third-quarter 2026 revenue of $16.5 billion and earnings per share of 52 cents, beating expectations, but its fourth-quarter revenue guidance of $15 billion to $16 billion fell short of the market's expectation of about $17.1 billion, and its gross margin guidance dropped from 43% to 38%; its stock price plunged about 21% in after-hours trading on October 29. Anthropic filed for a Nasdaq IPO on October 26 (ticker ANT), with revenue of $16.286 billion in the first half of 2026, up

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On October 29, 2026, Cohere announced the first close of its Series E financing, targeting up to C$7 billion in funding at a corresponding valuation of C$35.7 billion, led by a company under Schwarz Group, with Bell Ventures, Bullhound Capital, and the Government of Canada joining as new investors. Cohere said this is the largest private financing for a Canadian tech company, and the funds will be used to advance its model and product roadmap, verticalized AI solutions for regulated industries,

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Dapeng officially launched the enterprise-grade VR headset P1 PRO MAX Eye-Tracking Edition, adding eye tracking to its existing VR capabilities. It supports recording data such as the user's gaze position, with an eye-tracking sampling rate of 120–200Hz and tracking accuracy controlled within 1°. The device targets visual training, scientific research experiments, and gaze interaction development, and offers supporting software customization that can organize interaction tasks, data recording, a

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On October 29, at the Android Dev Summit 2026, Google announced that multiple core Android XR development tools have entered the stable phase, with the 1.0 stable versions of Jetpack SceneCore, ARCore for Jetpack XR, and XR Runtime released on October 21. On the same day, XREAL AURA, a wired XR glasses product developed in collaboration between Google and XREAL, was officially released, featuring a 70-degree field of view and a glasses body weighing less than 95 grams, with a limited-time launch

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JOVE has released the AI glasses JOVE Glasses Wise 1 for middle-aged and elderly users, offering four products in two forms—rimless and flip-up—with the flip-up model supporting 0° to 180° folding and stopping at any angle; the company claims a hinge lifespan of no less than 5,000 open-close cycles. The product features built-in smart hearing assistance that can be activated by double-tapping the left temple, enhancing nearby voices and reducing background noise, and it is equipped with the Jeni

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Ashui, a sports and health product manager, shared his hardware and software setup: the Apple trio (iPhone 15, Apple Watch S9, a 2,000-yuan M1 MacBook Air), a Yuexingtong X3 e-ink reader, and subscriptions to flomo Max, ChatGPT Plus, Readwise, and NetEase Cloud Music VIP. He uses ChatGPT to write Python scripts to read hardware drawings, sync TestFlight feedback to Feishu Bitable, and built an AI coach within a week through Vibe Coding. He believes that as the development barrier lowers, competi

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The Artificial Intelligence Language Fairness Research Alliance found that AI models vary dramatically in token consumption when processing different languages: among the 20 most commonly used languages on the internet, the difference is up to 1.5 to 5 times, and when expanded to 200 languages, one model's gap reaches as much as 17 times. The study calls this hidden extra cost the "tokenizer tax"—the more tokens consumed, the slower the AI response and the less context is available. Researchers

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AI inference is shifting from a one-off computational event to a continuous production workload, whose cost depends on traffic patterns, latency targets, model size, context length, and concurrency. The Stanford 2025 AI Index shows that the query price for GPT-3.5-level performance on MMLU fell from $20 per million tokens in November 2022 to $0.07 per million tokens for Gemini 1.5 Flash-8B in October 2024, a decline of more than 280x in about 18 months. But reasoning models and agents generate m

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Starting October 28, 2026, OpenAI will provide eligible ChatGPT Pro and Business subscribers with up to $500 per month in API credits, usable for app and agent development. Pro's three monthly price tiers of $100, $200, and $500 correspond to credits of the same amount; Business accumulates at $20 per month per Standard seat and $100 per month per Premium seat, with a workspace-wide cap of $500. Annual Business plans receive up to $6,000 in credits for the full year at once, initially prorated b

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In issue 254 of "New Gadgets," the Shaoshupai editorial team shared four products they recently purchased or received for testing. The HomePod mini 2's chip has been upgraded from the S5 to the S10, and Wi-Fi has been upgraded to Wi-Fi 6, but the difference in everyday listening is extremely small compared with the previous generation; under the 27.2 system, AirPlay latency is greatly improved. The Sonos Beam Ultra achieves 7.1.2 Dolby Atmos on its own, and the Sonos 27 system provides a native

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On October 27, Sarvam AI announced that it had signed a memorandum of understanding with India's Headquarters Integrated Defence Staff (HQ IDS) to establish a unified framework for AI projects for the Army, Navy and Air Force. Sarvam will design, develop and deploy AI applications for operations, training and decision support, with the three services and joint agencies sharing the same foundation models, agent infrastructure, and geospatial and perception systems. The work is handled by Chanakya

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Mistral AI announced that it is opening the weights of its frontier model Mistral Large 4 (codename Le Chonk), which has 1 trillion parameters with 52 billion active parameters and native multimodal support. ML4 was trained in a European data center on 3,800 Nvidia Grace Blackwell GPUs, improving from 28% to 41% on Terminal-Bench 4.0, tying GLM-5.3 for the best coding-agent score while using an average of 47% fewer tokens per task. Open weights mean enterprises can deploy it on their own hardwar

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The Guardian interviewed several San Francisco startups, describing the actual experience after AI agents took over tasks such as scheduling, coding, marketing, and recruiting as "colleagues." Anything has 15 human employees and about 150 agents; Lindy cut one-third of its staff and used agents to fill the roles; a McKinsey survey shows that about 40% of large organizations used AI agents in some form between May 2025 and June 2026. Employees report spending large amounts of time correcting agen

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a16z's survey of 100 CISOs at companies with more than 1,000 employees shows that 87% expect cybersecurity spending to increase, driven mainly by AI-related threats and the expanded attack surface from enterprises' own AI deployments. All seven of the most-watched security initiatives for 2027 are AI-related; SOC automation received the most first-priority votes, but only 18% have put AI SOC tools into production. 45% plan to make new purchases or upgrades within 12 months for internal AI agent

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The Baseten engineering team, through native audio decoding, KV cache FP8 quantization, and reduced host-device synchronization, increased batch transcription throughput for Qwen3-ASR 1.7B on a single RTX PRO 6000 by 7x and reduced latency by 6.9x. After optimization, the transcription cost for one hour of audio is approximately $0.0013, i.e., 1/10 of a cent per audio hour, with no significant change in word error rate. The optimized version has been made the default deployment in the Baseten Mo

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Nvidia has released the open-weight multilingual transcription model Nemotron 3.5 Transcribe, which ranks first on the Hugging Face Open ASR English open-source model leaderboard with an average word error rate of 5.33%. The model uses a 30B MoE architecture with 4B activated parameters, supports transcription in 40 languages and translation between 31 languages and English, can label speakers and distinguish up to 8 voices, handles recordings up to 1 hour long, but does not support real-time st

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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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