- 资讯公开站Digitimes
Taiwan's next AI battle is all about data and partners, says former tech minister
Taiwan's tech industry has grown rapidly in recent years on the back of strengths in semiconductors, servers and the data center supply chain, lifting overall GDP. But companies that keep chasing hardware specs or wait f…
- 资讯公开站Ars Technica
Why is NASA bringing 7,500 contractors back to work as civil servants?
- 资讯公开站Digitimes
South Korea keeps sovereign AI contest on track, adds KRW4.7T frontier program after hours of confusion
South Korea's Ministry of Science and ICT said its Sovereign AI Foundation Model Project will run to completion as originally planned. The statement reversed, within hours, a vice minister's suggestion that the national-…
- 资讯公开站Digitimes
China's 15th five-year plan elevates PCB role in AI supply chains
China's Ministry of Industry and Information Technology and the National Development and Reform Commission have released the 15th Five-Year Plan for the development of the electronic information manufacturing industry, a…
- 论文公开站arXiv
Private online learning and prediction for Littlestone classes
We study mistake bounds for differentially private online learning and online prediction under oblivious realisable adversaries. Online learning requires the learner to release a hypothesis at each time step whereas in o…
- 论文公开站arXiv
One Figure, Every Canvas: Editable Flowchart Relayout via Agentic Pipeline
Pipeline figures in ML papers must be repurposed across many canvases, including paper columns, 16:9 slides, portrait posters, 1:1 social teasers, 9:16 phone previews. Each format imposes a different aspect ratio on the …
- 资讯公开站Digitimes
China National Day EV charging surges 49% as highway grid faces peak-load test
China's National Day holidays have driven a massive surge in long-distance electric vehicle (EV) travel. According to data from China's National Energy Administration cited by The Paper, the 62,700 monitored highway char…
- 资讯公开站EE Times
Trusted AI: Why Intelligence Alone Isn’t Enough
- 资讯公开站Digitimes
Bessent expects US-China AI incident channel as Washington leans on voluntary oversight
US Treasury Secretary Scott Bessent said Washington and Beijing are likely to agree on a way to alert each other when artificial intelligence goes wrong, signaling that AI safety is becoming a bilateral security issue ev…
- 资讯公开站Digitimes
Global AI servers shift production nearshore, slowing direct Taiwan exports to US
Taiwanese suppliers currently control approximately 90% of the global AI server market. However, a recent survey by Taiwan's Ministry of Economic Affairs showed that the proportion of export orders produced overseas rose…
- 资讯公开站Digitimes
US appoints new AI czar, task force; seeks balance between safety, competition
The US Trump administration has appointed a new AI czar and task force, which will have 120 days to report on AI's risks and opportunities and recommend the federal government's role in a technology that Trump says many …
- 资讯公开站Digitimes
TSMC emerges as potential Terafab partner as suppliers see over 80% chance of Musk deal
Days after reports emerged that TSMC was reassessing plans for a wafer fab in Texas, Tim Culpan, a former Bloomberg columnist and founder of independent media outlet Culpium, disclosed that the chipmaker is in discussion…
- 资讯公开站Digitimes
South Korea's AI chip budget goes unspent through August
South Korea's government is pushing to join the "global top three AI powers," but the AI semiconductor development program led by the Ministry of Trade, Industry and Resources (MOTIR) had spent nothing by the end of Augu…
- 资讯公开站Digitimes
Japan to finalize AI growth investment plan this year
Japan plans to detail the first five years of Prime Minister Sanae Takaichi's more than JPY370 trillion (US$2.3 trillion) 14-year investment initiative, which is designed to spur investment in AI and other strategic sect…
- 论文公开站arXiv
Planning to Learn
Policy-gradient methods are central to modern reinforcement learning, including LLM post-training. When they struggle, the usual suspects are exploration, credit assignment and action-sampling noise. Classification has n…
- 论文公开站arXiv
Risk-Aware Input-Constrained Safe Intercept Guidance Against Multiple Moving Defenders
This paper develops a risk-aware guidance law for an attacker to intercept a stationary target in the presence of multiple moving defenders while respecting the control input limits. We represent defender threats via eng…
- 资讯公开站rss_arxiv_cs_ai
EviGraph: Proof-Carrying Selective Recommendation over Temporal Public-Service Knowledge Graphs
arXiv:2610.00212v1 Announce Type: new Abstract: Public-service recommendations require evidence that matches the requested service, scope, and date. Yet treating every missing detail as decisive can withhold useful reco…
- 资讯公开站rss_arxiv_cs_ai
K-Dense BYOK: An Open-Source AI Research Assistant That Runs Locally and Keeps a Hash-Chained Lab Notebook
arXiv:2610.00074v1 Announce Type: new Abstract: K-Dense BYOK (bring your own keys) is a free, open-source AI research assistant for scientists in any field that runs on the researcher's own computer. The researcher supp…
- 资讯公开站Digitimes
Anthropic aims for mid-November IPO as it juggles relationship with Trump administration
Anthropic is reportedly eyeing an IPO as early as mid-November that could become the biggest IPO to date. The AI startup's run-up to the listing coincides with a shaky relationship with the US government, calls from its …
- 资讯公开站Digitimes
Taiwan pledges to help TSMC expand domestic investment amid Singapore rumors
Rumors that TSMC is weighing a new semiconductor investment in Singapore have reignited concerns over its overseas expansion, while the Ministry of Economic Affairs (MOEA) said on October 2, 2026, that the government wil…
- 论文公开站arXiv
KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards
LLMs are increasingly applied to cybersecurity workflows, where they are expected to translate analysts' intent into tool invocations. However, existing evaluations focus on knowledge-based assessments or end-to-end agen…
- 资讯公开站rss_arxiv_cs_ai
Aligned Data Can Induce Misalignment via Context Confusion
arXiv:2609.38379v1 Announce Type: new Abstract: Large language models (LLMs) are frequently updated for various use cases, where filtering out misaligned training samples is a common practice for preventing post-update …
- 资讯公开站Digitimes
Taiwan launches joint cybersecurity audits for government IT service providers
Taiwan's Ministry of Digital Affairs (MODA) has launched a joint cybersecurity audit initiative aiming to reduce repeated inspections on vendors that provide the government with IT services, while strengthening governmen…
- 资讯公开站rss_arxiv_cs_ai
经验时代的自发现强化学习：学习历史是资产还是负担？
Self-discovering RL in the Era of Experience: Is Learning History an Asset or a Burden?
arXiv:2609.35897v1 公告类型：新 摘要：通往通用智能的递归自我改进（RSI）研究分为两条路线：宏观层面的语言模型扩展，以及“经验时代”中由交互驱动的原则。然而，任何自我改进架构最终都依赖于其底层优化引擎：如果通用智能需要从有根基的交互中学习，那么强化学习（RL）更新规则本身就必须具备累积适应能力。尽管算法自发现已产生 Disco103，其超越了 PPO 并达到 SOTA 基准表现，但其内部更新机制仍是一个未被审视的黑箱…
- 资讯公开站rss_arxiv_cs_ai
面向资源受限边缘设备可靠推理的神经符号路由
Neurosymbolic Routing for Reliable Reasoning on Resource-Constrained Edge Devices
在边缘硬件上运行语言模型可在无网络连接的情况下提供私密、低延迟的推理，但适合此类设备的小模型在计算机本应擅长的任务（如算术、代数和形式逻辑问题）上并不可靠。我们认为这种不可靠性在很大程度上是可以避免的。许多看似需要推理的查询实际上是结构确定性的，可以用快速且精确的符号方法求解。因此，强迫概率模型去近似它们只会牺牲准确性和能耗而收益甚微。我们提出一种神经符号路由器，对每个传入查询进行分类，并将其分派给成本最低的正确求解器：将结构化任务发送…
