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Moshi CEO Anekha Sokhal said on the Latent Space podcast that Moshi is a recommendation engine that connects market information with traders' positions, describing it as a combination of Bloomberg, Claude and Netflix. She previously traded energy derivatives at JPMorgan, and the startup idea came from the fact that while trading, the volume of information far exceeded what one person could read. She also discussed trusted sources, document extraction (using Reducto), and the trade-offs between b

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The Tessl blog proposes that agents can write code and suggest fixes, but should not have permission to deploy to production; deployment permissions should be given to the CI/CD pipeline. The article cites a case from the Cline repository: a malicious issue title can induce its triage agent to install a package from an attacker's fork, and via a shared build cache steal an npm token to publish an unauthorized version. The author advocates treating everything an agent reads as untrustworthy, and

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OpenAI's FDE team was established in early 2025, with the goal of filling the deployment gap between model capabilities and customers' real-world constraints; the approach is to first get results into production, then consolidate customized solutions into reusable products. In the early days, every use case required extensive customized integration; after Codex became stronger, the team rebuilt the application on Codex, turning customized applications into plugins and skills based on Codex primi

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Through four types of system optimizations, SkyRL achieves a single-sequence training length of 1 million tokens for GLM-5.3-Flash on B200, with a peak of about 144.5 GiB, roughly 64 times that of the out-of-the-box Megatron baseline. The optimizations include running DSA on sparse kernels, chunking by query and sharding the indexer by TP, recomputing full-layer activations and CPU offloading layer inputs, and removing redundant fp32 upcasting. On real book data, the 512k peak is about 122 GiB,

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Meta's new paper proposes the RSD method, which lets AI agents review each step after knowing the task outcome and learn from historical attempts that no one labeled as right or wrong. On ScienceWorld, Qwen3-14B's success rate rose from 12.9% to 20.6%; on ALFWorld, Qwen3-8B reached 76.6%, surpassing all tested methods, including those that received rewards or standard answers. The authors recommend keeping agents' unlabeled run records (including failures) and regenerating the review notes each

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36Kr sorted through the product moves of eight companies—Tencent, Alibaba, Baidu, ByteDance, and Moonshot AI, Zhipu, MiniMax, DeepSeek—across ten AI tracks over four years, finding that competition cycles have shortened, product lifecycles have grown shorter, and renaming, integration, and shutdowns have become the norm. Tencent QClaw went from public beta on March 20 to announcing service shutdown arrangements on September 24, just 188 days, with user data to be migrated to WorkBuddy; Alibaba's

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At SpaceX's Q3 2026 earnings call, Musk said superintelligent compute capacity will face a long-term shortage, with power, cooling and infrastructure constraining supply more than chips. SpaceX's superintelligence business revenue for the quarter was $7.56 billion, surpassing the connectivity business led by Starlink; compute scale rose from 0.6 gigawatts a year earlier to 1.7 gigawatts, with plans to reach 13 gigawatts by the end of 2027. Musk said paid weekly active users of Grok Bot reached 8

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Yunying Research Society analyzes that AIGC is taking over the mass-production stage of e-commerce recommendation videos; a team of about 5 people can generate over a thousand videos in a few minutes, at under 5 yuan each, while manual shooting costs about 100 to 200 yuan per video. The specific approach is to first break out fixed blocks and variable blocks to form a template, then use low-cost models such as Grok Video and the Seedance entry version to test hooks and directions, and after gett

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In a 45-minute conversation, Sam Altman said that OpenAI's not-yet-public models have reached a level in some mathematical research tasks that existing public models find hard to match, and he expects to find the first candidate treatment for a major disease in about two years. He said programmers have not lost their jobs because of AI; instead they are busier, creating greater value and even earning more, because the world's demand for software far exceeds expectations; he himself has not looke

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Two PHP remote code execution vulnerabilities with a CVSS score of 9.2 were disclosed; information leaked before the patch was released, and Cloudflare observed hundreds of thousands of attack attempts within two hours. Germany, Finland, France, Belgium and other countries took protective measures for public sector websites, and the U.S. CISA, the EU CERT-EU, and the UK NCSC issued urgent warnings in succession. Czech volunteer Ondřej Surý, through volunteer work, packaged the PHP source code in

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DeepSeek has integrated the Harness with the web, App, and open platform teams into a product department, led by Cui Tianyi, and the official website has posted recruitment positions in two directions: AI product manager and Agent Harness. The article uses OpenAI Codex lead Tibo Sottiaux and the Anthropic Claude Code team as examples to explain how the execution capabilities of coding tools can be extended into a general work task entry point. DeepSeek, while open-sourcing Harness and the infere

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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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The three AI 3D companies VAST, Meshy, and Yingmou raised a combined total of over 8 billion yuan in half a year, among which VAST raised over 5 billion yuan in half a year with a valuation of $2 billion, and Meshy completed a $400 million funding round with a post-money valuation of $1.5 billion. As of the end of September, Meshy's ARR exceeded $100 million, and the ARR of VAST and Yingmou also reached tens of millions of dollars. The three have different roadmaps: VAST wants to build a 3D vers

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Meta Q3 revenue was $64.6 billion, up 26% year-over-year, of which advertising contributed $63.06 billion, accounting for 97.6% of total revenue. The personal agent Muse, launched on September 8, surpassed 10 million downloads within 40 days of launch, but high capital expenditure turned free cash flow negative at $2.12 billion, and the full-year Capex guidance floor was raised from $130 billion to $135 billion. Muse currently mainly relies on subscription fees, with shopping being the most freq

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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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UK startup Cerebella has launched Cerebella Foundations, a self-guided program developed by cognitive neuroscientists to help women understand and maintain cognitive health during the menopause transition. The program is a structured course consisting of ten sessions over five weeks, each lasting about 25 to 30 minutes. A Cerebella survey of about 1,300 to 1,400 UK women found that brain fog is associated with reduced confidence, lower productivity and intention to leave work; in a study of more

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At the Open Source Summit Europe hosted by the Linux Foundation in Prague, Thierry Carrez, General Manager of Linux Foundation Europe, and others called on European companies to not only use open source software but also contribute upstream and participate in open source governance, in order to reduce dependence on a single vendor or country. A Linux survey shows that more than 90% of European organizations regard digital sovereignty as a key priority in their technology strategy; companies with

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MSI has released the EdgeMesa N AI+ mini PC, with a volume of 1.3 liters, equipped with the NVIDIA RTX Spark N1X superchip and up to 128GB of LPDDR5X unified memory, with running 120B-parameter large models locally as its primary design goal. The chip integrates a 20-core Grace CPU and a Blackwell GPU with 6144 CUDA cores; the unified memory pool lets model weights and KV cache share the same physical memory. Referring to measured results from the DGX Spark on the same platform, generation speed

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Mengtong Intelligent exhibited at the Hong Kong Autumn Electronics Show a binocular full-color waveguide AI glasses weighing only 39 grams for the whole device, which the company officially calls the lightest product of its kind in the industry. The product adopts an MCU+DSP dual-chip architecture, striking a balance between low-power control and real-time task processing, and supports functions such as AI Q&A, real-time translation, speech prompting, and navigation, but the battery capacity and

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Anthropic launches Claude Duet, an AI agent app that can work proactively, built on Claude Opus 5.5, able to call more than 6,000 connectors and plugins in Claude Marketplace; the research preview's first batch opens a waitlist to Pro and Max subscribers in the United States. Insta360 releases the wireless microphone Insta360 Mic, priced at 439 yuan for a single transmitter, with a maximum transmission distance of 400 meters and 13 hours of transmitter battery life. EA closes BioWare studio and

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