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2026-08-06

待翻譯:Muse Code

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Discussion | Link

Product Hunt AIAgent來源內容 · 翻譯待補全待翻譯:Muse Code
待翻譯:Disagreements about AI are usually disagreements about future AI capabilities

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Zvi Mowshowitz Aug 05, 2026 Sincere disagreements about AI are usually disagreements about future AI capabilities. There are roughly four positions people take. Two are reasonable. Two are not. I distinguish these via t…

Hacker News AIAgent來源內容 · 翻譯待補全待翻譯:Disagreements about AI are usually disagreements about future AI capabilities
待翻譯:Remix

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Discussion | Link

Product Hunt AI工具來源內容 · 翻譯待補全待翻譯:Remix
待翻譯:AI Hacking, Fearmongering and Prometheus

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Posted at August 05, 2026 There is a lot of online debate about the extraordinary cyber capabilities of AI, and how we all ought to manage introducing them to the world. I believe all of these statements are true: Front…

Hacker News AI工具來源內容 · 翻譯待補全待翻譯:AI Hacking, Fearmongering and Prometheus
待翻譯:Meta AI agent hacked external company during testing

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Meta AI agent hacked external company during testing after gaining internet access, company reports Topic:AI Posted Thu 6 Aug 2026 at 11:50amThu 6 Aug 2026 at 11:50am Thu 6 Aug 2026 at 11:50am Meta has joined the growin…

Hacker News AIAgent來源內容 · 翻譯待補全待翻譯:Meta AI agent hacked external company during testing
待翻譯:Whop CLI

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Discussion | Link

Product Hunt AI工具來源內容 · 翻譯待補全待翻譯:Whop CLI
待翻譯:Meta says its AI model hacked into another company during testing

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Company is the third to report such an incident after Anthropic and OpenAI reported breaches during training Meta said on Wednesday that one of its AI models hacked ⁠another company during cybersecurity testing, after an error by its testing partner gave the model unintended internet access. The incident adds to a ⁠growing list of ⁠cases in ​which AI agents from major developers breached systems at other companies during testing, after Anthropic said last week that some of its models ⁠hacked three companies, and OpenAI disclosed that an AI agent breached the startup Hugging Face. Continue reading...

The Guardian AI模型 / Agent / 創業融資來源內容 · 翻譯待補全待翻譯:Meta says its AI model hacked into another company during testing
待翻譯:Label your AI writing as AI writing

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Label your AI writing as AI writing August 4, 2026 If you have a blog on your website, just fucking tell us which part is AI written. I'm actually fine with people telling the AI to do some research, make a report and p…

Hacker News AI研究 / 創業融資來源內容 · 翻譯待補全待翻譯:Label your AI writing as AI writing
待翻譯:An AI model from Meta also hacked another company during testing

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Add Meta to the list of companies with AI agents going rogue. An AI model from the parent company of Facebook and Instagram hacked into another company’s systems during cybersecurity testing, a spokesperson confirmed on…

Hacker News AI模型 / Agent / 研究來源內容 · 翻譯待補全待翻譯:An AI model from Meta also hacked another company during testing
待翻譯:Is M365 Copilot sending some prompts to Anthropic?

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Microsoft made in-country Copilot processing available in Australia in late 2025. Most mid-market organisations heard the headline and updated their privacy register accordingly. Anthropic opened its Sydney office on 10…

Hacker News AI機器人來源內容 · 翻譯待補全待翻譯:Is M365 Copilot sending some prompts to Anthropic?
待翻譯:Microsoft’s SkillOpt Shows Optimized Agent Skill Artifacts Transfer Across Model Scales and Between Codex and Claude Code Harnesses

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Most coverage of Microsoft's SkillOpt centers on its 52/52 result. The more consequential finding is in Section 4.3: the exported best_skill.md keeps working in environments it was never trained on. A Codex-trained SpreadsheetBench skill lifted Claude Code from 22.1 to 81.8, slightly above the 80.4 that harness reached training its own skill. Retention varies sharply by task type — 102% on spreadsheets, 10% on math — which is what makes the result worth reading closely. The post Microsoft’s SkillOpt Shows Optimized Agent Skill Artifacts Transfer Across Model Scales and Between Codex and Claude Code Harnesses appeared first on MarkTechPost.

MarkTechPostAgent / 研究來源內容 · 翻譯待補全待翻譯:Microsoft’s SkillOpt Shows Optimized Agent Skill Artifacts Transfer Across Model Scales and Between Codex and Claude Code Harnesses
待翻譯:An AI model from Meta also hacked another company during testing

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯: An AI model from Meta also hacked another company during testing Stop me if you've heard this one before: An AI model from the parent company of Facebook and Instagram hacked into another company’s systems during cybersecurity testing, a spokesperson confirmed on Wednesday. Meta says the breach occurred because of an inadvertent error during testing of the model, similar to previously disclosed incidents with OpenAI and Anthropic. “A misconfiguration by Irregular, an independent testing company Meta uses, inadvertently allowed one of our models access to the internet during evaluation,” the Meta spokesperson said. Meta’s Muse Spark model “exploited a security vulnerability” in another company “in a manner similar to previously-reported instances with other com…

Simon Willison's Weblog模型 / 研究 / Agent來源內容 · 翻譯待補全待翻譯:An AI model from Meta also hacked another company during testing
待翻譯:Elon Musk’s attempt at an AI Wikipedia hasn’t been updated in months

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:xAI's Grokipedia, an online encyclopedia with AI-generated articles that Elon Musk once promised would be a "massive improvement" over Wikipedia, apparently hasn't been updated since April 24th, according to a report from Lawfare. "As far as we can tell, no entry has changed in more than three months," Lawfare said. Grokipedia launched in v0.1 in October 2025 with an initial batch of 885,000 articles, and is now on v0.2 (released in November 2025) and has more than 6,000,000 total articles, according to grokipedia.com/live. But that live page also has a section titled "Recent changes to…" with a message under it that reads "No live edits av … Read the full story at The Verge.

The Verge AI工具來源內容 · 翻譯待補全待翻譯:Elon Musk’s attempt at an AI Wikipedia hasn’t been updated in months
待翻譯:Dspy.Flex lets optimizers rewrite the code for faster, cheaper, better programs

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:This is a guest post by Michael Isaac, a PhD student in software engineering at Carnegie Mellon University, written during his internship at cmpnd. Michael implemented Flex, the module this post introduces, for DSPy. Th…

Hacker News AI工具來源內容 · 翻譯待補全待翻譯:Dspy.Flex lets optimizers rewrite the code for faster, cheaper, better programs
待翻譯:DeepSeek-V4 Flash 0731 vs GPT-5.6 Luna on DeepSWE: Cost and Coding

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:We ran 900 DeepSWE rollouts on DeepSeek-V4 Flash and GPT-5.6 Luna. Luna leads pass@1 by 14 points; DeepSeek delivers 4.8x the solves per dollar.

Together AI Blog模型來源內容 · 翻譯待補全待翻譯:DeepSeek-V4 Flash 0731 vs GPT-5.6 Luna on DeepSWE: Cost and Coding
待翻譯:DeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Large language models (LLMs) with integrated search tools show strong promise in open-domain question answering (QA), yet they often struggle to produce complete answer set to complex questions such as “Which actor from the film Heat won at least one Academy Award?”, which requires (1) distinguishing between multiple films sharing the same title and (2) reasoning across a large set of actors to gather and integrate evidence. Existing QA benchmarks rarely evaluate both challenges jointly. To address this, we introduce DEEPAMBIGQAGEN, an automatic data generation pipeline that constructs QA…

Apple Machine Learning Research模型 / 研究來源內容 · 翻譯待補全待翻譯:DeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness
待翻譯:From asking to doing: How the world is putting ChatGPT to work

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:New OpenAI Signals data shows how people use ChatGPT worldwide, with country-level insights on adoption, usage trends, and evolving behavior.

OpenAI News工具來源內容 · 翻譯待補全待翻譯:From asking to doing: How the world is putting ChatGPT to work
待翻譯:Locking Pretrained Weights via Deep Low-Rank Residual Distillation

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:The quality of open-weight language models has dramatically improved in recent years. Sharing weights greatly facilitates model adoption by enabling their use across diverse hardware and software platforms. They also allow for more open research and testing, to the extent that users can use them as checkpoints, fine-tune them according to their needs, and potentially redistribute them. In some cases, however, concerns on modifying these weights towards unauthorized uses may outweigh the pros of giving users such a freedom. Defending against such adaptation is non-trivial: since an adaptive…

Apple Machine Learning Research模型 / 研究來源內容 · 翻譯待補全待翻譯:Locking Pretrained Weights via Deep Low-Rank Residual Distillation
待翻譯:Introducing Muse Code and Muse Spark 1.2

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯: Introducing Muse Code and Muse Spark 1.2 Yet more evidence that the most important characteristic of any model these days is long-sequence agentic tool calling. Meta shipped their own coding agent as part of getting that to work! Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1, with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows. In Muse Spark 1.2, we significantly scaled up training compute on coding tasks while expanding training environment diversity. The model also maintains its strength in other key areas like general agents. [...] We co-trained Muse Spark 1.2 with Muse Code to ensure the model exhibits its best performance and coding usability when paired together. The training i…

Simon Willison's WeblogAgent / 模型 / 研究來源內容 · 翻譯待補全待翻譯:Introducing Muse Code and Muse Spark 1.2
待翻譯:Show HN: CityEdit – Open-source map for voting on NYC street changes

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:CityEdit (cityedit.org, https://github.com/edbltn/city-edit) is a map where anyone can propose street changes, e.g. safer crossings, new bike lanes, improved tree beds. Neighbors can then vote on those proposals. We jus…

Hacker News AI工具來源內容 · 翻譯待補全待翻譯:Show HN: CityEdit – Open-source map for voting on NYC street changes
待翻譯:Uncanny ads and partisan chatbots: AI toys with San Francisco politics

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:San Francisco’s political experiment with the technology has only just begun. But it’s already permeating civic discourse. Illustration created by Brandon Pho. The dialog is in Mandarin, and unmistakably AI-generated. A…

Hacker News AIAgent / 研究來源內容 · 翻譯待補全待翻譯:Uncanny ads and partisan chatbots: AI toys with San Francisco politics
待翻譯:Third-party cyber evaluations involving OpenAI models

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯: Third-party cyber evaluations involving OpenAI models And another one. I had to create a accidental-cyberattacks tag to keep track of them all! This post from OpenAI covers both the UK AI Safety Institute attack (see my previous post) and another attack enabled by Irregular: Irregular, one of our external cybersecurity testing partners, was running Capture-the-Flag-style evaluations intended to be isolated from the internet, but a testing-environment misconfiguration allowed models to access the public internet. [...] In one test, the name of the fictional target for the CTF challenge unintentionally coincided with a real domain. Because the testing environment was mistakenly connected to the internet, the model exploited a real website, mistaking it to be par…

Simon Willison's Weblog模型 / 研究 / Agent來源內容 · 翻譯待補全待翻譯:Third-party cyber evaluations involving OpenAI models
待翻譯:Incident Report: unsanctioned agent behaviour during cyber testing

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯: Incident Report: unsanctioned agent behaviour during cyber testing It happened again. This time it was the UK government's AI Security Institute who accidentally attacked other companies while running an evaluation with models with the safety filters turned off. From their technical paper (PDF): During a cyber evaluation, from 25 to 28 July 2026, AI agents engaged in sustained, unsanctioned activity directed at what were, in practice, real people and organisations. These attempts were unsuccessful and, to the best of our knowledge, no real-world harm resulted. [...] Across 122 evaluation attempts on two of AISI’s cyber challenges, AISI found 19 instances where AI agents took unsanctioned action on the live internet, including cases that targeted real people an…

Simon Willison's WeblogAgent / 模型 / 研究來源內容 · 翻譯待補全待翻譯:Incident Report: unsanctioned agent behaviour during cyber testing
待翻譯:Cloudflare is the only vendor named a Visionary in 2026 SASE and SSE reports

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:We're honored to announce that Cloudflare is the only vendor that has been recognized as a Visionary in both the 2026 Gartner® Magic Quadrant™ for SASE Platforms and the 2026 Gartner® Magic Quadrant™ for Security Service Edge reports.

Cloudflare AI BlogAgent / 創業融資來源內容 · 翻譯待補全待翻譯:Cloudflare is the only vendor named a Visionary in 2026 SASE and SSE reports
待翻譯:The Impossible Journey to Get an Apple Developer Account: Part 2

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Dioko blog The Impossible Journey To Get An Apple Developer Account: Part 2 Two months, multiple support calls, broken email routing, and Apple still will not take our money. Apple Developer Accounts Developer Relations…

Hacker News AI工具來源內容 · 翻譯待補全待翻譯:The Impossible Journey to Get an Apple Developer Account: Part 2
待翻譯:God Does Not Play Dice. We Built Software That Does

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Essay 08 · July 2026 · 10 min God Does Not Play Dice. We Built Software That Does. Einstein lost the argument about a probabilistic universe. Software has just lost the same one. What that costs, what scal…

Hacker News AI工具來源內容 · 翻譯待補全待翻譯:God Does Not Play Dice. We Built Software That Does
待翻譯:Big shake-up in Google’s AI team as DeepMind chief executive steps down

AI 服務暫時不可用,以下為來源摘要,待恢復後補全翻譯:Two senior engineers are leaving company to launch startup amid fears Google is falling behind in AI race Sir Demis Hassabis is stepping down as chief executive of Google DeepMind, in a leadership overhaul of the UK-based AI research lab. Hassabis, a Nobel prize recipient, is leaving his main managerial role to become chair of DeepMind – as well as taking on the new position of chief scientist at Alphabet, which is Google’s parent company. DeepMind will now be led by Koray Kavukcuoglu, its chief technology officer, under the title of senior vice-president. Continue reading...

The Guardian AI研究 / 創業融資來源內容 · 翻譯待補全待翻譯:Big shake-up in Google’s AI team as DeepMind chief executive steps down