Agents represent the first break away from the chatbot and copilot models for interacting with AI. There is something different about assigning a task to an agent like Devin, and then not worrying about it because you know it is on it & will message you if it has any questions.
AGENTS
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Octopus v2: On-Device AI Agents Surpass GPT-4 Accuracy
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Stanford researchers just introduced Octopus v2, a groundbreaking new framework for on-device AI agents. It outperforms GPT-4 in accuracy by fine-tuning language models with special functional tokens. The new era of on-device AI agents is coming. https://
x.com/nexa4ai/status
/1775993692509323582/video/1
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Octopus v2 and Major AI Breakthroughs From Leading Tech Companies
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AI NEWS: Stanford researchers just revealed Octopus v2, an on-device model for AI agents. Plus, more developments from Stability AI, Higgsfield AI, Elon Musk/Tesla, Waymo, Uber, and OpenAI. Here's everything going on in AI right now:
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GPT-4 LLM Agents Spontaneously Collude on Pricing
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New paper finds GPT-4 is very good at pricing, acting as an agent to get a merchant the best price. In fact, it is a little too good. When it is possible to establish an oligarchy, LLM agents spontaneously collude on pricing to the detriment of customers! https://
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Exploring the Latent Space of Agent Architectures
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more options are good to explore the latent space of agent archs 🙂
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Claude’s Million Token Context Enables 250+ Tool Support
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Underrated outcome of @AnthropicAI Claude having up to 1m token context length with ~perfect recall: Claude can now confidently handle >250 tools!! When OpenAI fn calling first came out I think it was @simonw who called out that we needed "deep" functions bc of the context
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Claude Tool Use Now Available Beta Anthropic Messages API
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Tool use is now available in beta to all customers in the Anthropic Messages API, enabling Claude to interact with external tools using structured outputs. pic.twitter.com/kJHhSvyLdK
— Anthropic (@AnthropicAI) 4 avril 2024Tool use is now available in beta to all customers in the Anthropic Messages API, enabling Claude to interact with external tools using structured outputs.
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Claude Agentic Capabilities: Document Retrieval and Task Orchestration
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If instructed, Claude can enable agentic retrieval of documents from your internal knowledge base and APIs, complete tasks requiring real-time data or complex computations, and orchestrate Claude subagents for granular requests.
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Tool Use in LLM-Based Agentic Workflows
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Tool use, in which an LLM is given functions it can request to call for gathering information, taking action, or manipulating data, is a key design pattern of AI agentic workflows. You may be familiar with LLM-based systems that can perform a web search or execute code. Some of
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Assistants API Updates: Streaming Added, More Coming Soon
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Thanks for checking in, Stephen! The team is actively working on the Assistants API. We’ve recently added streaming and we have more updates coming soon. Stay tuned!