See these books on Generative AI with #LangChain: 1) Crash Course: https://
amzn.to/402tS3L
2) On Google Cloud: https://
amzn.to/4kdY2YR
3) Build LLM Apps with Python: https://
amzn.to/4eFPrgE #AI #GenAI #LLMs
LLMS
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Essential LangChain Books for Generative AI Development
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Math Reasoning Improvement Generalizes Across LLM Domains
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benchmark-maxxing math evals can now be spotted systematically In the paper “Does Math Reasoning Improve General LLM Capabilities?” the authors show that models tuned with RL on math data can generalize their gains across domains, while SFT-tuned rarely transfer beyond math,
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Propose moving –llm verbosity to man page for LLM
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I get why you’d want –help to stay brief, but whatever verbosity/examples you print on –llm, couldn’t that just be included in the man page? I imagine sticking to the formal conventions of man would help the LLM.
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Podcast Discussion on AI Research Graduate School and Life
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went on a podcast to talk about assorted topics:
– life
– research
– AI
– grad school
– AI grad school
and a lot of other things give it a listen! -
Perplexity Max: Premium Subscription Tier With Unlimited Labs Access
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Introducing Perplexity Max. Our most valuable subscription tier yet. Built for those who demand more, Max gets you unlimited Labs queries,
access to a broader suite of frontier models, and early access to products like Comet. -
OpenRouter Tests Attribution Growth Channel for AI Models
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For those DMing me, no, we're not only using GPT-4.1. We're just testing OpenRouter attribution as a growth channel, so we're starting with tagging one model to see how it goes!
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Context Engineering: Key Patterns for Agent Building with LangGraph
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Context Engineering "Context engineering" is a key part of agent building. We review a few popular patterns for context engineering + explain how to use them w/ LangGraph. Blog: https://
blog.langchain.com/context-engine
ering-for-agents/
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New Grok-4-Prod-Mimic Model Detected
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BREAKING : A new "grok-4-prod-mimic" model ref has been spotted on the xAI console! "Excels at enterprise use cases like data extraction, coding, and text summarisation. Possesses deep domain knowledge in finance, healthcare, law, and science." h/t @blankspeaker
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Milestone Reached: AI Model Crosses 1 Billion Token Threshold
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Update: we've crossed the 1B token mark this week!
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Shocking Hub MCP cheat code supercharges IDE with semantic search
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SHOCKING cheat code for your IDE: use the Hub MCP! This gives your Cursor/Claude/whatever access to tools that supercharge it for the Hub.
— m_ric (@AymericRoucher) 2 juillet 2025
The new Docs Semantic Search tool feels like intravenous caffeine supply to correct API errors in a few seconds, gg @mishig25 ⚡️⚡️
To… pic.twitter.com/083S79UUu3SHOCKING cheat code for your IDE: use the Hub MCP! This gives your Cursor/Claude/whatever access to tools that supercharge it for the Hub. The new Docs Semantic Search tool feels like intravenous caffeine supply to correct API errors in a few seconds, gg @mishig25 To