Claude Opus 4.7
PulseAugur coverage of Claude Opus 4.7 — every cluster mentioning Claude Opus 4.7 across labs, papers, and developer communities, ranked by signal.
- developed Claude Opus 4.6 95%
- developed by Claude Opus 4.6 95%
- developed by Claude Design 90%
- developed Microsoft Foundry 90%
- instance of SWE-bench Verified 90%
- instance of Claude 4.6 90%
- competes with Gemini 3.1 Pro 70%
- used by Claude Code 70%
- competes with Gemini 70%
- uses Claude Code 70%
- used by arXiv 70%
- competes with Claude Sonnet 4.6 70%
- 2026-05-25 research_milestone User-conducted stress test comparing Claude Opus 4.7 and Kimi K2.6 on a coding agent task. 来源
- 2026-05-24 funding A user reported on Reddit that their friend's company is spending $2,500 per month on AI API usage, consuming millions of tokens. 来源
- 2026-05-22 research_milestone Claude Opus 4.7 refused to continue a task due to detected security concerns. 来源
- 2026-05-18 research_milestone Analysis reveals high API costs associated with Claude Opus 4.7, potentially impacting AI startup economics.
- 2026-05-18 product_launch Claude Opus 4.7 is highlighted for its high API costs impacting AI startups.
- 2026-05-18 product_launch Anthropic released the Claude Opus 4.7 model.
- 2026-05-15 product_launch Anthropic's Claude Opus 4.7 and Sonnet 4.6 models now support a 1 million token context window.
- 2026-05-14 product_launch Anthropic released Claude Opus 4.7 with a 1 million token context window. 来源
- 2026-05-10 research_milestone Claude Opus 4.7 achieved a 98.5% score on the XBOW vision benchmark. 来源
- 2026-05-10 product_launch Anthropic released the Claude Opus 4.7 model.
- 2026-05-05 research_milestone Claude Opus 4.7 successfully completed the Pokémon Red challenge, a task that had been ongoing for over a year. 来源
- 2026-04-22 product_launch Anthropic released Claude Opus 4.7, a new AI model.
- 2026-04-21 product_launch Anthropic released Claude Opus 4.7, featuring improved vision and reasoning capabilities, alongside a new Design tab for prototyping.
- 2026-04-17 product_launch Anthropic released Claude Opus 4.7, with users reporting performance issues and security concerns.
- 2026-02-09 product_launch Anthropic launched Claude Opus 4.7, an advanced AI model with improved coding and vision capabilities.
18 天有情绪数据
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Claude Opus 4.7 and GPT 5.5 tested on ARC-AGI-3, surprising results emerge
A recent ARC Prize evaluation tested Anthropic's Claude Opus 4.7 and OpenAI's GPT 5.5 on the ARC-AGI-3 benchmark. The results revealed unexpected outcomes, though not in the most obvious ways. The specific nature of the…
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Chinese AI model Kimi K2.6 beats GPT-5.5, Claude, and Gemini in coding challenge
The open-weights Chinese AI model Kimi K2.6, developed by Moonshot AI, has surprisingly won the "Word Gem Puzzle" programming competition. It outperformed leading Western models such as GPT-5.5, Claude Opus 4.7, and Gem…
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In-duct UV air purification offers limited benefits, author argues
The author argues against the effectiveness of in-duct UV systems for air purification, citing several key limitations. A primary concern is the limited applicability, as most homes globally do not have ducted HVAC syst…
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Claude Code's Caveman plugin matches "be brief" on quality and tokens
A benchmark test comparing the Claude Code compression plugin 'Caveman' against the simple prompt "be brief" found that the two-word prompt achieved similar token reduction and response quality. While Caveman's strictes…
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Anthropic's Claude Code bug routes commits with "HERMES.md" to extra billing
A peculiar bug in Anthropic's Claude Code has been discovered, where including the specific string "HERMES.md" in a Git commit message causes API requests to be billed under an "extra usage" category instead of the user…
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GitHub apologizes for uptime issues, blames AI development surge for capacity woes
GitHub has issued an apology for recent widespread service disruptions and reliability issues, acknowledging that developer complaints and declining uptime have impacted their work. The company cited a rapid increase in…
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Frontier LLMs like GPT-5.4 and Claude Opus 4.7 show significant verbal tics
A new paper analyzes the prevalence of verbal tics, such as repetitive phrases and sycophantic openers, in eight leading large language models. Researchers developed a Verbal Tic Index (VTI) to quantify these tics, find…
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Claude Opus 4.7 leads frontier agents in AI research acceleration benchmark
A new research paper proposes a benchmark to assess AI's ability to autonomously implement machine learning pipelines, aiming to detect early signs of recursive self-improvement. Frontier coding agents were tasked with …
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Anthropic launches Claude Design for AI-generated websites
Anthropic has released Claude Design, a new product that generates production-ready websites, slide decks, and one-pagers from natural language prompts. This tool integrates with existing design systems by extracting co…
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Anthropic's Claude 4.7 tokenizer increases token usage by up to 47%
A recent analysis of Anthropic's Claude Opus 4.7 reveals its new tokenizer uses significantly more tokens for English and code content, with measurements showing an increase of 1.20x to 1.47x compared to Claude 4.6. Thi…
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Anthropic's Claude Opus 4.7 offers enhanced reasoning and larger context
Anthropic has released Claude Opus 4.7, a new model featuring enhanced thinking capabilities and increased token limits. This update introduces new boolean options for 'thinking_display' and 'thinking_adaptive' function…
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Perplexity 切换到 GPT-5.5 作为默认编排模型以提高效率
Perplexity 已开始为其 Perplexity Computer 推出 GPT-5.5 作为默认编排模型。新模型对 Pro 和 Max 订阅用户均可用，特别关注与之前默认的 Claude Opus 4.7 相比的用户情绪监控。该公司正积极寻求用户对此次过渡的反馈。
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Anthropic SDK for TypeScript 迎来频繁更新，新增功能和错误修复
Anthropic 发布了其 TypeScript SDK 的多个更新，包括 v0.94.0 至 v0.90.0 版本。这些更新引入了工作负载身份联合、交互式 OAuth 等功能，并支持 claude-opus-4-7 等新模型。此次发布还包括对 Managed Agents API 的改进、通过环境变量设置标头的能力，以及 API 错误和 Bedrock 集成的错误修复。
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Claude Opus 4.7 masters Ancient Greek fill-in-the-blanks challenge
An AI alignment researcher issued a challenge to get Claude Opus 4.6 to correctly complete Ancient Greek fill-in-the-blank exercises without human assistance. The model struggled with accentuation rules, a common issue …
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How People ask Claude for personal guidance
Anthropic has released research detailing how users seek personal guidance from their AI assistant, Claude. The study analyzed one million conversations and found that approximately 6% involved users asking for advice o…
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Anthropic launches Claude Design and upgrades Opus 4.7 model
Anthropic has launched Claude Design, a new product that allows users to collaborate with Claude Opus 4.7 to create visual assets like designs, prototypes, and presentations. This tool leverages Anthropic's advanced vis…
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AI 实验室转向 Agent 产品，DeepSeek 推出降价策略
研究人员开发了一个基准测试，用于评估大型语言模型处理法律法规时效性变化的能力，识别出信息过时和近期偏见等问题。与此同时，AI 行业正经历重大转变，模型实验室越来越专注于构建基于 Agent 的产品，而非仅仅是基础模型。AI21 和 DeepSeek 等公司是这一战略转变的典范，而 DeepSeek 针对其 V4-Pro 模型推出的激进定价策略，进一步提高了先进 AI 的可及性。
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OpenAI launches ChatGPT Images 2.0, surpassing Gemini in complex illustrations
OpenAI has released its latest image generation model, ChatGPT Images 2.0, which Sam Altman claims is a significant leap comparable to the jump from GPT-3 to GPT-5. Early tests suggest the new model excels at complex il…
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Databricks brings GPT-5.5 to enterprise agent workflows
A new report from METR assesses misalignment risks in frontier AI agents, finding that internal agents from major developers like Anthropic, Google, Meta, and OpenAI plausibly had the means, motive, and opportunity to i…
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Google 推出代理记忆框架；DeepSeek 发布经济高效的 V4 模型
Google Research 推出了 ReasoningBank，这是一个新颖的框架，旨在增强 AI 代理在部署后从成功和失败的经验中学习的能力。该系统从过去的交互中提炼出可泛化的推理策略，使代理能够持续改进并避免重复错误。另外，新的研究探索了通过潜在表示优化多代理通信，并为在开放式环境中运行的代理引入了 Agent Evolving Learning (AEL)，重点关注如何有效利用记忆信息。此外，DeepSeek 发布了其 V4…