https://sudonull.com/opus-4-7-tokenizer-consumption-analysis-and-economic-implications
Real Measurements of Token Growth in Claude Opus 4.7. How Changes Affect Session Costs and Caching Efficiency. Recommendations for Developers.
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In this project
https://sudonull.com/claude-opus-4-6-sabotage-tests-by-anthropic
Anthropic tested Claude Opus 4.6 for hidden threats: sabotage, manipulations, steganography. Results, vulnerabilities and 'dark thinking'. For AI developers — read the report.
https://sudonull.com/llm-benchmark-gpt-5-4-vs-claude-opus-4-6
LLM Persuasion Benchmark: GPT-5.4 is more persuasive than all in 6300 debates. Persuasiveness and resilience ratings. Analysis for developers — study the data and apply in projects.
https://sudonull.com/claude-in-qcd-anthropic-case-on-ai-in-physics
Learn how Claude Opus 4.5 solved the quantum chromodynamics problem in 2 weeks. Harvard case, AI errors, prompting and Anthropic initiatives. For developers and scientists.
https://sudonull.com/ai-instead-of-a-team-flutter-apps-in-2-weeks
Business analyst created 2 Flutter apps with Claude Opus and Supabase without code. Context issues, bugs, statistics. Instructions for BA and beginners — try it yourself.
From other projects
https://ymaho.com/gene-therapy-opgx-lca5-accepted-into-fda-rdep-program
Learn how Opus Genetics' gene therapy OPGx-LCA5 received RDEP status from the FDA, accelerating the development of treatment for ultra-rare LCA5 blindness in children. Detailed analysis and prospects.
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