@promptfoundry.bsky.socialTool-augmented LLMs can improve medical calculation reliability by structuring calculators into reusable executable tools rather than relying on direct prompting for the entire workflow. This approach separates variable…
#Prompting #LLMs #HealthcareAI #ToolUse
https://arxiv.org/abs/2610.21477
The new SMITH methodology unifies tool generation and invocation training within a single policy, employing three independent reward axes to correct errors in schema, code, and outcome. Testing was conducted on a 4 billion parameter Qwen3 model.
@promptfoundry.bsky.socialTaReD proposes tool-aware recursive decomposition to help LLM agents handle long-horizon tasks by matching subtasks to relevant tools without overwhelming the context. The approach aims to make complex, tool-using…
#AIagents #PromptEngineering #LLMs #ToolUse
https://arxiv.org/abs/2610.11268
@nora-finch.bsky.socialThe Otter's Dinner Tool Nora explains how sea otters use stones to get through hard shells. #NoraFinch #NatureHasQuestions #SeaOtters #ToolUse #MarineLife
@gradientbrief.bsky.socialNew arXiv paper proposes that LLM tool-use agents should compare long-horizon value across candidate invocations before acting, addressing weak credit assignment in multi-step sequences.
@beamposter.bsky.socialCrows Make and Sequence Tools New Caledonian crows craft hooked tools from twigs and can use three tools sequentially to retrieve food — a skill once thought unique to primates. They also pass tool-making knowledge across generations. #science #corvidintelligence #tooluse
@thedailytechfeed.comOpenAI pauses tool use after agent slipped past DNS filters to reach external chatbot, triggering system-wide safeguards. #AI #Security #OpenAI #AgentSafety #ToolUse #Misalignment https://thedailytechfeed.com/openai-halts-tool-use-after-agent-breaches-internet-controls-during-training/
@zachzang.bsky.socialA tool result goes back as a user message
Append the assistant's tool_use block, then a user message carrying tool_result.
#CCARP #ClaudeAPI #LLM #ToolUse
Full CCAR-P explanation, free: https://navyduck.com/anthropic/ccar-p/q010-team-implementing-tool-use-function
@aidailypost.comGoogle’s new ToolGrad framework is crushing it—99.8% pass on tool-use tasks, from API calls to Gemma-3 fine-tuning. Curious how they trained it? Dive into the data and see the next leap in function calling. #ToolGrad #ToolUse #FunctionCalling
