If we look at the LangSmith trace, we can see that the overall RunnableMap step is less than the sum of its components (because those components are run in parallel
AGENTS
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OpenAI improves ChatGPT UX for better user discovery and retention
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General assistants are powerful, but discovery is painful. 90+ percent of my ChatGPT use is mobile, so I missed this UX update, but looks like OpenAI is helping less-chatgpt-savvy users crack their first use case to improve user value and retention. Good addition.
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WolframAlpha Integration Challenges for AI Tooling
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On the point of tooling I linked in my essay a recent arxiv analyzing integration with WolframAlpha; it’s not at at all easy to get right. and if you can’t do that well, productization in many domains will be difficult.
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Human-AI Collaboration: Multi-Agent Systems in Action
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So you’re a human agent that’s collaborating with an AI agent that’s collaborating with a human agent (DoorDash vendor). That’s one example of it working
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Create Custom LLM Chatbots with Abacus AI Platform
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Create Your Own Custom LLM Chatbot! @abacusai #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode http://
abacus.ai -
AI Trading Performance: 12% Returns vs Standard 5% Earnings
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I understand. 5% earnings is also low. Could be 12% or more if trading with the best AI
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Top ML Papers Week: Agents, LLMs and Industrial Applications
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Top ML Papers of the Week (August 7 – August 13): – AgentBench
– NeuroImagen
– Trustworthy LLMs
– Evaluating LLMs as Agents
– LLMs for Industrial Control
– LLMs as Database Administrators
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LLMs as Database Administrators: Maintenance and Diagnosis
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1/ LLMs as DBA – uses LLMs to acquire database maintenance experience from text; performs DB maintenance knowledge detection from documents & tools, tree of thought reasoning for root cause analysis, and collaborative diagnosis using multiple LLMs.
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AI Bot Copy Raises IP Rights and Ethics Concerns
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I made an AI bot copy of Yann that’s now automated to take over this spurious malevolent obfuscation denying artist and writers their IP. Yann will now not be invited to speak or teach or write ever again because this Yannbot will do his plagiaristic propaganda for him. Yay!
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AI Agents Pipeline User Code Data ML Models LLM
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With our AI agents, you can pipeline: – any user code
– any data transformations
– ML models & LLM prompts and execute and monitor these pipelines on our SOTA MLOps platform. Check it out here –