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datasette code-frequency chart on GitHub
GitHub代码频率图表直观揭示AI模型对开发者产出的显著影响，附2026年最新数据。
datasette code-frequency chart on GitHub Out of curiosity I decided to see if I could find a useful illustration of the impact of coding agents and Op…
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SpaceXAI releases Grok 4.5, which Elon describes as an ‘Opus-class model’
SpaceXAI发布Grok 4.5，号称性能媲美Opus 4.7且更快更便宜，AI大模型竞争再升级。
Elon Musk's tech company released the newest version of Grok on Wednesday, promising a cheaper, more efficient alternative to other powerful AI models…
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Fable 5. Safety Taken to an Extreme
测试Fable 5时因安全机制过严被自动降级至弱模型，暴露AI安全策略与用户需求的真实冲突
I finally decided to try out Fable 5 using the standard Claude.ai interface. I have a go-to test prompt that answers simple kids' questions in an absu…
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网友反馈 Claude Fable 5 重上架版“降智”，严苛 AI 护栏致频繁回退 Opus 4.8
Claude Fable 5重上架被用户吐槽“降智”，严苛护栏致频繁回退旧版Opus 4.8
IT之家 7 月 4 日消息，科技媒体 bleepingcomputer 昨日（7 月 3 日）发布博文，报道称 Anthropic 本月重新上架 Claude Fable 5 最强模型， 除了额度限制外，多名用户反馈存在“降智”情况，且更频繁回退到 Opus 4.8 模型。 Claude Fabl…
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Claude Command Classifier: availability issues
Claude遭受稳定性危机，命令分类器与Opus模型双双短暂宕机，用户需注意避开高峰期。
Since this morning I am seeing several delays / stability issues with Claude: The command classifier is briefly unavailable. Retrying the PR inspectio…
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A Red-Team Study of Anthropic Fable 5 & Opus 4.8 Models
最新Anthropic模型红队安全测试结果，揭露Fable 5与Opus 4.8的脆弱性。
arXiv:2606.18193v1 Announce Type: cross Abstract: We evaluate the adversarial robustness of two frontier large language models (LLMs) developed by Ant…
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Claude Fable 5 Scores 95% on SWE-bench, Then Hands Off to Opus 4.8
Anthropic全新Claude Fable 5在SWE-bench验证集上高达95%，并顺手交接给Opus 4.8，AI模型性能再刷新纪录。
The headline number is 95% on SWE-bench Verified. That's the score attached to Claude Fable 5, Anthropic's new general-access model in the Mythos clas…
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Ask HN: What's the best LLM model that on a 24 GB VRAM GPU?
24GB显存下寻找超越Qwopus3.6的8-bit LLM模型，生产可用性优先。
What’s the best model right now that outperforms Qwopus3.6-27B-v2-MTP-GGUF 8-bit on a 24 GB VRAM GPU? Looking for real reviews. I found 4 bit not usab…
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Ask HN: Did Anthropic Just Win?
Anthropic新模型Fable被赞超越Opus和Codex，社区热议谁才是AI王者。
Not trying to cause drama, I feel the title is a bit too much but it's 100% how I feel. I'm genuinely curious what others think. I know there are a lo…
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Fable 5自带反蒸馏机制！检测到就降智，误触率高到离谱
Fable 5内置反蒸馏检测，误触率高到离谱，聊个天都可能被降智切换老模型。
Claude刚刚发布的新模型Fable 5，很多人可能压根就用不上！
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Notion restores access to Anthropic after service disruption
服务中断导致用户无法访问，Notion迅速恢复与Anthropic的连接，背后是模型性能问题还是另有隐情？
Notion's head of product said he was "astonished" at “the amount of people RT-ing this."
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Local AI model claim to beat GPT 5.5 and Opus 4.7
本地模型宣称超越虚构的GPT 5.5和Opus 4.7，AI社区的幽默嘲讽背后是对模型排名生态的反思。
Article URL: https://old.reddit.com/r/Hugston/comments/1u04e3p/local_ai_model_claim_to_beat_gpt_55/ Comments URL: https://news.ycombinator.com/item?id…
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Show HN: Built a browser game inspired by Rust
一款受《Rust》启发的浏览器生存游戏，用AI模型Opus 4.8花一个周末建成，开源可玩。
Wanted to see how far I could get with Opus 4.8 and was impressed. Got tripped up in a few places with AI game behavior, but eventually got it to a go…
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Anthropic leapfrogs OpenAI as most valuable AI startup
Anthropic估值9650亿美元超越OpenAI，并发布Opus 4.8模型，AI初创格局生变。
Article URL: https://www.businessinsider.com/anthropic-surpasses-openai-with-965b-valuation-debuts-opus-4-8-2026-5 Comments URL: https://news.ycombina…
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Opus 4.8 Killer: NexusCortex Isn't an LLM – It's a Sparse AI Cortex Built in Go
Go构建的稀疏AI皮层，非传统LLM，宣称超越Opus 4.8，开源项目亮点。
Article URL: https://github.com/office233/Nexuscortex/branches Comments URL: https://news.ycombinator.com/item?id=48320489 Points: 1 # Comments: 0
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llm-anthropic 0.25.1
llm-anthropic 0.25.1 更新：默认 max_tokens 改为各模型最大输出，不再硬限制 8192，适配 Claude Opus 4.8 等新模型
Release: llm-anthropic 0.25.1 New model: Claude Opus 4.8 ( claude-opus-4.8 ). New -o fast 1 option for fast mode , for organizations with that feature…
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Ask HN: Anyone else struggling with AI and work?
10年老Web开发者分享：AI编码助手从得力工具变成困扰，Opus 4.5成了转折点。
Been a developer for a little over 10 years now. I work on web stuff. Your typical React/Svelte codebases with Node backends. The past year or so I've…
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Opus 4.7 vs. Sonnet 4.6
从Opus 4.7临时切到Sonnet 4.6处理简单任务，实际体验的落差让人重新审视模型选择。
By standard I use Opus 4.7 for every task no matter what it is with Claude. But, because I was reaching almost 90% of the model use and with two days …
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Fast mode for Opus 4.7 available on AI Gateway
2.5倍速度，6倍价格，Opus 4.7快模式上线AI Gateway——适合对延迟敏感的高价值任务，智能不减，代价翻倍。
Fast mode for Claude Opus 4.7 is now available on AI Gateway in research preview. Fast mode delivers ~2.5x faster output token generation with full Op…