anybody i know using claude code to run lots of ML? @withneo just launched an AI/ML expert as an MCP server that can help run these cheaper and faster. link: https://
heyneo.com/claude-code ping @saurabhvij137 to learn more
LLMS
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Neo launches AI/ML MCP server for cheaper faster ML with Claude Code
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GPT-5 Thinking deployments show strong behavior rate correlation
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Across 20 behavior categories and three GPT-5-series Thinking deployments, simulated and observed rates were strongly correlated. The method outperformed challenging-prompt and previous-deployment baselines at predicting whether rates would rise or fall—and by how much.
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Analysis of ChatGPT conversations from opted-in users with anonymization and aggregate results
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For this research, we analyzed only ChatGPT conversations from users who allow their data to be used to improve models. Before analysis, we removed account-linked identifiers and identifiable information, and we report only aggregate findings.
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OpenAI analyzes opt-in ChatGPT conversations after anonymization
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For this research, we analyzed only ChatGPT conversations from users who allow their data to be used to improve models. Before analysis, we removed account-linked identifiers and identifiable information, and we report only aggregate findings.
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Claude Code success rates: all fields close to software engineering
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We compared Claude Code success rates between occupations. On our toughest measure of success—requiring verifiable evidence that a goal was completed, like committed code—every field was within 7 percentage points of software engineering.
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Average Claude Code task value grew 27% in six months
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The average task in Claude Code has grown more valuable. We compared the type of work done in each session to what that same task would cost on a freelance marketplace. From October to April, the monetary value of the average session grew 27%.
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Anthropic research tracks Claude Code usage, tasks, and expertise
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Our latest economic research introduces a framework for tracking Claude Code as it scales. Who is using Claude Code, and what are they using it for? How is the value of tasks changing? And how much does domain expertise shape whether a session succeeds?
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LangSmith to understand and improve your agents
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LangSmith lets your agents unpack.
— LangChain (@LangChain) 16 juin 2026
Understand what didn’t work out in production, identify what matters, and make continuous improvements. pic.twitter.com/CYUnq88jgbLangSmith allows your agents to fully express themselves. Understand what went wrong in production, identify what really matters, and make continuous improvements.
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Leak of Claude Fable 5’s system prompt and resurrection method
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🚨 ALGUIEN ACABA DE FILTRAR EL SYSTEM PROMPT COMPLETO DE CLAUDE FABLE 5.
— Nico (@nicos_ai) 16 juin 2026
Te explico qué es y cómo revivir Fable 5:
Anthropic lo lanzó el 9 de junio.
En menos de 24 horas el prompt ya estaba público en GitHub.
120.000 caracteres. 1.585 líneas. Más de 27.000 tokens.
Cada… https://t.co/haMz8haQLX pic.twitter.com/RuhkqFj7iUSOMEONE JUST LEAKED THE ENTIRE SYSTEM PROMPT OF CLAUDE FABLE 5. I'll explain what it is and how to resurrect Fable 5: Anthropic launched it on June 9. Within 24 hours, the prompt was already public on GitHub. 120,000 characters. 1,585 lines. More than 27
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Leak of the entire system prompt of Claude Fable 5
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🚨 ALGUIEN ACABA DE FILTRAR EL SYSTEM PROMPT COMPLETO DE CLAUDE FABLE 5.
— Nico (@nicos_ai) 16 juin 2026
Te explico qué es y cómo revivir Fable 5:
Anthropic lo lanzó el 9 de junio.
En menos de 24 horas el prompt ya estaba público en GitHub.
120.000 caracteres. 1.585 líneas. Más de 27.000 tokens.
Cada… https://t.co/haMz8haQLX pic.twitter.com/RuhkqFj7iU—
SOMEONE JUST LEAKED THE ENTIRE SYSTEM PROMPT OF CLAUDE FABLE 5. I'll explain what it is and how to revive Fable 5: Anthropic launched it on June 9. In less than 24 hours, the prompt was already public on GitHub. 120,000 characters. 1,585 lines. More than 27
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