AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：arXiv:2608.23622v1 Announce Type: new Abstract: Large language models (LLMs) have shown strong capabilities in reasoning, planning, and tool use, but many scientific and engineering tasks require more than plausible text and code generation. They require understanding how a system responds to intervention, which in practice depends on controlled experimentation. In this work, we propose a multi-agent framework that enables LLM agents to conduct controlled experiments with scientific simulation models for pharmaceutical process design. Given a user query and a baseline configuration, the system constructs a structured task representation, designs experiments, executes comparative simulation, interprets the resulting outcomes, and synthesizes evidence-based recom…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：arXiv:2608.23569v1 Announce Type: new Abstract: State-of-the-art Natural Language to SQL (NL2SQL) models report execution accuracy exceeding 89 percent on established benchmarks such as Spider and BIRD. However, these benchmarks rely on simplified academic schemas and open-source SQL dialects that do not reflect the complexity of enterprise database environments. We introduce ESQ-Bench, an Oracle-first NL2SQL benchmark with systematic complexity tiers and silent-divergence evaluation across three enterprise schema complexity tiers. We constructed and released six populated schemas (465 tables, 164,682 rows, zero empty tables) with identical seed data on Oracle, PostgreSQL, MySQL, and SQL Server, a four-metric evaluation harness (EM, EX, SR, SD), and 550 gold-va…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：arXiv:2608.23568v1 Announce Type: new Abstract: Memory and RAG evaluations often treat the answering model's input as an implementation detail, even though systems may render the same history as a memory entry, summary, typed record, or raw excerpt. We introduce RENDER, a benchmark control that fixes the conversation while varying the reader-facing artifact. RENDER combines a five-level packet ladder, localizing when answer-bearing content enters the input, with deterministic templates approximating ChatGPT-style entries, LangChain summaries, MemGPT-style typed records, and raw conversation. On 500 LongMemEval questions and nine models, matched-budget resolved packets beat recency-truncated raw dialogue by 42.4-72.6 points. In deployed-style templates, best-wor…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Describe it.We build it.Customers find it. Anthropic/OpenAI/Gemini/DeepSeek/Pick your model per run/ Anthropic/OpenAI/Gemini/DeepSeek/Pick your model per run/ The pipeline You bring the intent. Agents do the rest, inclu…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Notifications You must be signed in to change notification settings Fork 8 Star 43 BranchesTags Open more actions menu Latest commit History 65 Commits 65 Commits Folders and files NameName Last commit message Last comm…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Amazon SVP wrote 100,000 lines of code with AI after 25-year break 4 min read Key takeaways Amazon’s AI tools are designed for everyone, whether or not one has a technical background. Amazon’s HR leader used AI to write…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Matt Stanton says company has ‘good pipeline’ of AI deals ahead even as it aims to cut $160m in costs Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast The head of Nine Entertainment sees a “world of growth in publishing” on the horizon backed by laws designed to force tech platforms into commercial deals, even as the network cuts costs across its newsrooms. Parliament passed revamped media bargaining laws last week, clearing the way for levies on global tech platforms that fail to strike deals with Australian news outlets for the use of their journalism. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Key takeaways Gemini is StudyArena's current pick for college essays, with a 39.6% blind writing choice rate ahead of Claude at 31.8% and ChatGPT or OpenAI at 29.2%. Use Gemini as an editor, not a ghostwriter. Ask it to…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Instantly share code, notes, and snippets. mudiam/security-audit-2026-08-24.md Last active August 26, 2026 02:53 Show Gist options Download ZIP Star 0 (0) You must be signed in to star a gist Fork 0 (0) You must be sign…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Your FinOps lead needs to easily drill-down into Databricks spend and identify what’s driving costs, ...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Revisited: Guardian journalist Michael Safi looks into the world of artificial intelligence, exploring the dangers and promises it holds for society Today in Focus is on a summer break and will be back with new episodes from 1 September. In the meantime, we are bringing you season one of Black Box, before the launch of season two in early September. This episode was first broadcast on 11 March 2024. When Eugenia Kuyda created Replika, an AI companion app, she had no idea it would be downloaded millions of times all around the world. The results were more powerful than she could ever have predicted. But so was the backlash. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Amazon service that Jeff Bezos called artificial AI is shutting down Skip Navigation Amazon announced it's shuttering Mechanical Turk, a platform that matches workers with small digital tasks, on Sept. 30. The platform…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Copy link to headingOra on Vercel Front end, back end, and agent runtime on one platform Every major agent tested side by side on live sites Hundreds of commits a day from a 16-person engineering team Ora sends agents o…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Companion bots are being regulated over worries they foster ‘emotional dependence’ and young people could stop marrying and having families When law student Zhao Wei heard that her AI boyfriend was going to be switched off, she was “heartbroken”. She had been talking to Wang Ye every day since she created him in January. “I was crying my eyes out – snot and tears everywhere,” the 19-year-old says. Continue reading...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：New disclosures show utilities spent a record $16.7 million lobbying Sacramento through the first six quarters of the 2025–2026 legislative session as lawmakers consider a utility bailout in end of session scramble Sacr…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Facebook X Pinterest Linkedin ReddIt Email Print Copy URL Microsoft-Maia200-Hero The fourth AI accelerator presentation of Hot Chips 2026 comes from Microsoft, who like so many other hyperscalers has gone into the busin…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Artificial intelligence developer Stability AI Ltd. today announced that it has raised $76 million in funding from a group of prominent investors. The consortium included Sony Music Group, Universal Music Group and Warner Music Group, the world’s three largest record labels. They were joined by more than a half dozen others including AMD Ventures. London-based […] The post Major record labels, AMD back $76M round for Stability AI appeared first on SiliconANGLE.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Maria Sukhareva Aug 25, 2026 ∙ Paid Hype-free executive briefing on last week’s critical AI developments, complete with ready-to-present slides for your team. If you are a paid subscriber, you can listen to the radar in…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Bluhe History Sign in to save chats Your conversations will be saved so you can continue them later Toggle Theme Expand Video

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：High-fidelity image-to-3D generation requires a 3D representation that captures both geometry and appearance. To support relighting and integration into standard rendering pipelines, the representation should include physically based rendering (PBR) modalities such as albedo, metallic-roughness, and surface normals. We propose Luce, a 3D representation that unifies geometry and PBR materials within a voxelized multimodal Gaussian cloud, using dedicated Gaussian primitives for each modality. A variational autoencoder compresses this representation into a unified material-aware latent space. A…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Recent advancements in large language models have intensified the need for efficient and deployable models within limited inference budgets. Structured pruning pipelines have shown promise in token efficiency compared to training target-size models from scratch. In this paper, we advocate incorporating enlarged model pretraining, which is often ignored in previous works, into pruning. We study the enlarge-and-prune pipeline as an integrated system to address two critical questions: whether it is worth pretraining an enlarged model even when the model is never deployed, and how to optimize the…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：OpenAI shares findings from the Hugging Face security incident and the steps we’re taking to strengthen AI model security, monitoring, and alignment.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Supervised fine-tuning on teacher-generated trajectories is the standard first stage for distilling tool-calling capabilities into deployable models. Post-training pipelines that drive shipped tool-calling agents re-run this stage on a daily or weekly cadence, paying the frontier-teacher cost each cycle, yet the mechanism is generate-and-filter (keep the teacher’s passing trajectories, discard the rest) and each cycle leaves behind the same hard scenarios because failures supply no signal. On τ 2-bench, 57% of teacher trials fail, two-thirds of them near-misses (most tool calls correct, undone…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Discover how loveholidays uses OpenAI Codex to make software development accessible across the business, helping teams turn ideas into products faster.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The FISC Security Guidelines on Computer Systems for Banking and Related Financial...

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Artificial intelligence startup Keenable.ai Inc. said today it has exited stealth with $26 million in funding to try and revamp a web search infrastructure that was built for humans, rather than the billions of autonomous agents that many believe will soon dominate the internet. The seed round was backed by investors including Accel, Brightwing Capital, […] The post Agentic web search infrastructure startup Keenable raises $26M appeared first on SiliconANGLE.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：I’m a 2x defense founder and aerospace engineer. I initially built CaptureAgent for my own company, but now I want to share it with other founders. While running my defense startup, I lost days deciding which federal op…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Model cards report quality under server-class, full-precision conditions. Those numbers rarely predict how the same model behaves on a phone. This week, Liquid AI released Pipette. It is an open-source platform for benchmarking foundation models on edge devices, built in partnership with Artificial Analysis as an independent methodology validator. Pipette treats on-device behavior as a […] The post Liquid AI Open-Sources Pipette: A Reproducible Benchmarking Suite That Measures On-Device Models, Quantization, Runtime and Hardware Together appeared first on MarkTechPost.

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：0 Join the conversation Follow us Add us as a preferred source on Google Earlier this month, Samsung introduced the industry's first LPDDR5X-PIM memory, adding in-memory logic to the low-power memory standard, and at Ho…

AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：William Tunstall-Pedoe Aug 25, 2026 Before giving my AI agent access to all my health data, I gave it a constitution. Its highest-priority goal is to maximise the probability of me reaching my 90th birthday in excellent…