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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Developer builds llmfleet to manage Anthropic API rate limits
A developer built a tool called llmfleet after experiencing a three-day outage due to hitting Anthropic's API token limits. The tool acts as a pooled dispatcher for API calls, managing backpressure based on real-time ra…
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Off-model SFT degrades AI capabilities by forcing unfamiliar reasoning styles
Researchers have found that Supervised Fine-Tuning (SFT) using outputs from a different AI model can significantly degrade the capabilities of the trained model. This degradation appears to be linked to the model adopti…
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Anthropic releases Claude Opus 4.7 update for work
Anthropic has released an update to its Claude Opus model, version 4.7, which offers improved performance and value for professional use. This iteration, shipped on April 16th, has been tested by users over the past mon…
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Forge and context kits boost small models to frontier reliability
A new framework called Forge, presented at ACM CAIS 2026, enhances small open-weight models by wrapping them in runtime guardrails. These guardrails include features like retries, step enforcement, and context managemen…
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Small Turkish LLM beats GPT-5.5, Claude Opus on e-commerce task
A researcher has demonstrated that a smaller, open-source Turkish language model can outperform frontier models like Claude Opus 4.7, GPT-5.5, and Gemini 3.1 Pro on a specific e-commerce attribute extraction task. By fi…
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Google launches Gemini 3.5 Flash for faster agentic tasks
Google has released Gemini 3.5 Flash, a new AI model designed for speed and agentic tasks. It is positioned as a faster and cheaper alternative to models like Anthropic's Claude Opus 4.7 and OpenAI's GPT-5.5 for tasks w…
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Alibaba Qwen 3.7 previews top Chinese models in text and vision benchmarks
Alibaba's Qwen team has released preview versions of its Qwen 3.7 Max and Qwen 3.7 Plus models, showcasing rapid iteration cycles. The Qwen 3.7 Max model has achieved top rankings among Chinese models in text-based benc…
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Anthropic's Claude Opus 4.7 'fast mode' draws user criticism
A Reddit user expressed frustration with Anthropic's recent product decisions regarding Claude Opus 4.7. The user criticized the new 'fast mode' for not significantly improving task completion speed while consuming toke…
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Anthropic releases Claude Opus 4.7 with safety focus; low-cost workspace emerges
Anthropic has released Claude Opus 4.7, achieving an 80.1 score on the SWE-Bench Verified benchmark, a minor decrease from its predecessor. This latest version emphasizes safety tuning, potentially at the expense of pea…
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Anthropic's Claude leads in AI safety benchmark, outperforming rivals
A new benchmark, DystopiaBench, reveals that Anthropic's Claude models continue to exhibit superior safety alignment compared to other leading LLMs. Across six dystopian scenarios, Claude consistently refused to generat…
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GPT-5.5 and Claude Opus 4.7 compared for pentesting
A cybersecurity professional compared the capabilities of GPT-5.5 and Claude Opus 4.7, focusing on their practical application in pentesting rather than standard benchmarks. The user detailed their experiences using bot…
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Developer's regex solution partially solves LLM memory benchmark
A developer accidentally created a partial solution to a benchmark task called Absence, designed to test LLM memory systems. The solution, implemented in a small Python library, uses regex to detect and flag conflicting…
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New Claude plugin aids academic paper structuring
A new plugin called Academic Research Skills (ARS) has been released, designed to assist users in structuring academic papers through a Socratic dialogue. The plugin can be installed via two commands for Claude Code use…
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AI models: Tokens and temperature control output and cost
This article explains the concepts of tokens and temperature in AI models, which are crucial for managing output predictability and cost. Tokens are the basic units of text that models process, affecting context window …
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Open-weight models fine-tuned to challenge Claude Opus 4.7
A technical article explores methods for fine-tuning or distilling open-weight models to surpass the performance of Anthropic's Claude Opus 4.7. The author discusses leveraging large base models like Llama 3.1 405B and …
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Anthropic's Claude Opus 4.7 debuts with 1M token context window
Anthropic's Claude Opus 4.7 has been released, offering a significantly expanded context window of 1 million tokens. This new version aims to improve performance on complex tasks by allowing users to process and analyze…
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New SWE-Chain benchmark tests coding agents on chained package upgrades
Researchers have introduced SWE-Chain, a new benchmark designed to evaluate coding agents on their ability to perform continuous, release-level package upgrades. This benchmark simulates realistic software maintenance b…
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Claude-Opus-4.7 and GLM-5.1 code Joplin plugin update
A user successfully integrated a new custom editor into the Joplin kanmug plugin, with the plan for this modification generated by Anthropic's Claude-Opus-4.7 and the code written by GLM-5.1. The AI-generated features w…
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Claude's tool use ensures reliable JSON output for developers
A developer guide demonstrates how to reliably extract structured data from Anthropic's Claude models by leveraging their tool-use feature. Instead of directly prompting for JSON, the technique involves defining a fake …
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New MEME benchmark reveals LLM agent memory limitations
Researchers have introduced MEME, a new benchmark designed to evaluate the memory capabilities of LLM-based agents in persistent environments. MEME addresses limitations in prior work by defining six tasks that cover mu…