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Claude Opus 4.7 - A New Frontier, in Performance … and Drama

AI Explained15 June 2026Watch on YouTube

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Ep. 4 · Claude Opus Just

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Description

Claude Opus 4.7 just dropped, but behind every headline lies a deeper story. From a bonanza of benchmarks, to seeing the fruits of one of the biggest mega-projects in US history, to sneaky Mythos disclaimers, to Anthropic admitting compute restraints and, forcing lower capability of Opus 4.7. Where the new model falls behind Gemini but ahead of GPT 5.4, plus why some users are furious at Anthropic. Ending with a 9-year animus, that still affects AI today… https://assemblyai.com/aiexplained Check out my fast-growing (!) app, free to use, and code INSIDER15 for paid tiers: https://lmcouncil.ai AI Insiders ($9!): https://www.patreon.com/AIExplained Chapters: 00:00 - Introduction 00:58 - Benchmarks 05:21 - Market Share + Compute Problems 08:12 - Mythos Exclusives 12:56 - User Frustration + Claude Code Updates 14:03 - Brockman Amodei Rivalry 17:40 - OpenAI vs Anthropic Approach to Code Claude 4.7 Opus Release Notes: https://www.anthropic.com/news/claude-opus-4-7 vs Mythos: https://pbs.twimg.com/media/HGCGugrXUAAKcHp?format=jpg&name=medium 232-page System Card: https://cdn.sanity.io/files/4zrzovbb/website/037f06850df7fbe871e206dad004c3db5fd50340.pdf ARC-AGI 2: https://x.com/arcprize/status/2044834615417053305/photo/1 ParseBench: https://x.com/jerryjliu0/status/2044902620746363016/photo/1 GDPVal: https://artificialanalysis.ai/evaluations/gdpval-aa Vidoc Security Replication: https://blog.vidocsecurity.com/blog/we-reproduced-anthropics-mythos-findings-with-public-models Boris Cherny Settings: https://x.com/Hesamation/status/2043016923961577516/photo/2 User Frustration: https://x.com/RileyRalmuto/status/2044836116189069660 VibeCode Bench: https://x.com/ValsAI/status/2044791415524471099/photo/1 Verge Memo: https://www.theverge.com/ai-artificial-intelligence/911118/openai-memo-cro-ai-competition-anthropic 5.4 Cyber: ​​https://openai.com/index/scaling-trusted-access-for-cyber-defense/ Data Centers in Absolute $: https://x.com/finmoorhouse/status/2044933442236776794/photo/1 …in % of GDP: https://pbs.twimg.com/media/HGEN8FGWQAAN7Np?format=jpg&name=4096x4096 WSJ Exclusive: https://www.wsj.com/tech/ai/the-decadelong-feud-shaping-the-future-of-ai-7075acde Brockman Interview: https://www.youtube.com/watch?v=J6vYvk7R190 $1T Valuation: https://x.com/StefanFSchubert/status/2045039686997967082 Emotions: https://www.patreon.com/c/aiexplained/posts https://lmcouncil.ai/benchmarks Non-hype Newsletter: https://signaltonoise.beehiiv.com/ Podcast: https://aiexplainedopodcast.buzzsprout.com/

What you'll learn

  • Claude Opus 4.7 shows strong benchmark performance, but trails Gemini and ranks ahead of GPT 5.4, reflecting ongoing competition between AI companies.
  • Anthropic faces compute constraints that have kept Opus 4.7's capabilities lower than what might be technically achievable.
  • The 9-year rivalry between OpenAI and Anthropic, including the Brockman-Amodei dynamic, continues to shape how these companies develop and position AI.
  • Users express frustration over certain Claude design choices, including Claude Code updates.
  • Mythos exclusives and System Cards reveal how models perform across specific use cases.

Frequently asked questions

How does Claude Opus 4.7 perform compared to competing models?
Opus 4.7 scores well on benchmarks and outperforms GPT 5.4, but trails Gemini. This demonstrates ongoing competition between companies in model performance.
Why is Anthropic's Claude Opus 4.7 less capable than it could be?
Anthropic acknowledges that compute constraints have limited Opus 4.7's capabilities. The company lacks sufficient computational resources to train the model to its full potential.
What impact does the OpenAI-Anthropic rivalry have on AI development?
The 9-year rivalry, including the Brockman-Amodei conflict, still shapes how both companies develop models, position themselves, and approach specific applications.
What are Mythos exclusives and why do they cause frustration?
Mythos exclusives are detailed security and performance data that Anthropic provides exclusively. Users feel frustrated because certain Claude features appear limited based on Anthropic's security approach.

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