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This survey traces belief change research from Doyle and London’s 1980 taxonomy through the AGM framework to contemporary computational approaches. It connects historical theory with implementation challenges and proposes a foundation for developing robust, formally grounded computational blueprints.
ArXiv AI · 36d ago
This position paper argues that current LLM moral evaluations focus mainly on whether outputs reflect human values, while neglecting whether models correctly identify and apply context-sensitive moral norms. It proposes standardized normative representations, expert-annotated datasets, and evaluations that separate values-level from norms-level competence.
ArXiv AI · 36d ago
This position paper argues that AI governance should complement jurisdiction-specific laws with ISO-like interoperability protocols. It proposes machine-readable AI nutrition labels covering bias, energy usage, and data provenance to simplify cross-border compliance and improve public trust.
ArXiv AI · 36d ago
This position paper argues that AI safety must address AI Lock-In: the loss of human skills and autonomy caused by excessive dependence on AI systems. It examines how this risk can escalate from individual deskilling to societal and national infrastructure vulnerabilities, and proposes mitigation and preparedness measures.
ArXiv AI · 36d ago
China’s embodied AI sector is seeing funding cycles compress from years to months, weeks, and even days. Startups are raising multiple rounds rapidly, blurring traditional distinctions between angel, Pre-A, and Series A financing.
虎嗅 · 36d ago
Qwen Code added an end-to-end smoke test for recovering from transient Sandbox failures. The test runs one SWE-bench Verified case followed by one Terminal-Bench 2.0 case.
Qwen (GitHub Releases: qwen-code) · 36d ago
The article argues that overseas investors are reassessing Chinese technology companies after breakthroughs such as DeepSeek and advances in hardware, new energy, and biotech. Despite China’s growing technology influence, foreign institutional allocations remain low, creating an opportunity for diversified China technology ETFs such as CNQQ and CQQQ.
虎嗅 · 36d ago
The article highlights a Tsinghua University team applying AI to optimize AI infrastructure, signaling a move toward self-evolving AI Infra. It frames the effort as part of building a domestic computing ecosystem capable of supporting trillion-token workloads.
量子位 · 36d ago
A Qwen developer reportedly advised users not to wait for the 35B-A3B model. The brief Reddit post provides no explanation, leaving open whether the model is delayed, canceled, or being replaced by another release.
Reddit r/LocalLLaMA · 36d ago
AI電影已進入專屬競賽、影展與發行階段，但長片製作仍面臨成本失控、工期不確定、畫面一致性不足等問題。創作者表示，模型升級、反覆生成與後期修復使AI長片遠未達到穩定的工業化生產水準。
虎嗅 · 36d ago
Google reportedly told suppliers that it plans to move all Pixel production out of China starting in 2027. The company is accelerating manufacturing expansion in Vietnam and India amid ongoing U.S.–China tensions and efforts to increase smartphone shipments.
cnBeta (Full RSS) · 36d ago
The article analyzes how Unitree has shifted its communications strategy from emphasizing humanlike robots to presenting more superhuman capabilities ahead of its IPO. Unitree is scheduled to officially list on Shanghai’s STAR Market on August 19.
钛媒体 · 36d ago
Former Microsoft executive Steven Sinofsky revealed that Office refreshed its name, icons, and packaging roughly every 24 to 36 months. The primary goal was not visual innovation, but creating renewed momentum for software sales.
cnBeta (Full RSS) · 36d ago
Alibaba is selling profitable game subsidiary Lingxi Interactive as it shifts from a broad ecosystem strategy toward an AI-and-cloud-centered model. The company plans at least RMB 380 billion in cloud and AI infrastructure investment over three years, accepting near-term margin and cash-flow pressure to build long-term AI leadership.
虎嗅 · 36d ago
The New York Times reported that low-quality AI-generated content is spreading across Google Search, Amazon product pages, and Facebook feeds. Examples include absurd recipes, fabricated biographies, and bizarre AI-generated images, prompting technology companies to confront the problem.
cnBeta (Full RSS) · 36d ago
DeepSeek open-sourced DeepSeek Harness, a CLI-based agent framework built on the Cordis microkernel. Its design makes every component—including the agent loop—a plugin, positioning Harness as a flexible foundation for building agents.
Pandaily · 36d ago
Jiangsu Leili Motor is expanding from appliance engineering into humanoid robotics with hollow-cup motors and dexterous hands. The company reported 4 billion yuan in 2025 revenue, while appliance sales fell to 55% and overseas sales approached 50%.
Pandaily · 36d ago
Unitree announced cumulative production of 18,000 pure bipedal humanoid robots as of July 2026, making it the leader in China’s bipedal robotics market. AgiBot has produced 7,000 pure bipedal units, while UBTECH and Galbot have reached approximately 3,000 and 1,000 respectively.
Pandaily · 36d ago
The University of Hong Kong and KAI research team completed what they describe as the first full autonomous humanoid table tennis match. Two SMASH 2.0 robots served, rallied, and scored through a complete 11-point game without remote control or human ball feeding.
Pandaily · 36d ago
China Mobile plans to introduce nationally unified token package pricing for both consumer and enterprise customers. Token call volume in China reportedly surged from roughly 100 billion daily in early 2024 to more than 140 trillion by March 2026, highlighting the rise of token-based billing.
Pandaily · 36d ago
South Korea eliminated the team led by Motif Technologies Co. from its sovereign AI competition.
Bloomberg Technology · 36d ago
Gartner predicts LLM token costs could fall 95% by 2030, while inference costs for agentic workflows may rise more than fivefold within two years. More complex reasoning, validation, multimodal inputs, and agent-to-agent coordination are driving a widening inference tax.
Computerworld · 36d ago
Apple is reportedly nearing the release of AirPods equipped with cameras. A hidden hands-on demonstration video was found in the macOS Tahoe 26.7 release candidate, suggesting a possible September debut.
cnBeta (Full RSS) · 36d ago
SEC staff reportedly agreed that certain data centre securitisation structures fall outside Dodd-Frank’s risk-retention requirements. The interpretation comes as Nvidia and major financial institutions pursue large-scale AI infrastructure financing, including a proposed $500 billion initiative.
The Next Web (TNW) · 36d ago
Zhipu has released GLM-5.3 with cybersecurity capabilities that extend beyond vulnerability reproduction to controlled exploitation. The highest-risk features are restricted to vetted partners while the model enters GLMCoding Plan, ZCode, and AutoClaw.
cnBeta (Full RSS) · 36d ago
Microsoft says Windows Server 2022 will leave mainstream support in October 2026 and transition to extended support. It will no longer receive new features after that point, but will continue receiving security updates under its 10-year LTSC lifecycle.
cnBeta (Full RSS) · 36d ago
OpenAI president Greg Brockman urged enterprise CISOs to adopt agentic AI for identifying and fixing security flaws before attackers exploit them. He recommended using Codex, the Codex Security plugin, or similar tools with controlled access to codebases, infrastructure configurations, and technical documentation, though analysts called the advice routine and self-serving.
Computerworld · 36d ago
The article examines the United States’ emerging Pax Silica framework and argues that AI competition is shifting from model-versus-model rivalry to ecosystem-versus-ecosystem competition. It proposes that Hong Kong should position itself as a connector linking Chinese AI industry, global compute, capital, markets, and international rules.
虎嗅 · 36d ago
The article argues that MiniMax H3 is rapidly closing the gap with Seedance. It suggests that Seedance’s previous advantage may no longer provide much security as model capabilities quickly become normalized.
钛媒体 · 36d ago
Google has agreed to pay $10 million for data from bankrupt Spirit Airlines, with the sale awaiting a judge’s review. The deal depends on claims that the data has been deidentified, raising questions about privacy and reidentification risks.
The Next Web (TNW) · 36d ago