PXAI Audio Feed
01/04 23:53 dev.to

LLM Agents Need a Nervous System, Not Just a Brain

LLM agentsnervous systemdegradationMistralexfiltrationscope creep
01/04 23:33 dev.to

Why AI Agent Outputs Need Adversarial Review (and How to Add It in One API Call)

LLM agentsself‑review biasadversarial reviewdual consensusoutput validationproduction safety
01/04 20:22 dev.to

Reducing bootstrap memory cost in LLM agents

LLM agentsmemory managementbootstrap costhot warm cold memorytoken efficiencystateful agents
01/04 03:51 dev.to

Stop tuning LLM agents with live API calls: A simulation-based approach

LLM agentssimulation-based tuningAPI cost reductionconfiguration searchoffline optimizationparameter space
27/03 16:02 dev.to

LLM Agents Should Never Execute Raw Commands

LLM agentscommand injectionprompt injectionbackend securitytext generationautomation risk
27/03 06:00 arxiv.org

AutoSAM: an Agentic Framework for Automating Input File Generation for the SAM Code with Multi-Modal Retrieval-Augmented Generation

AutoSAMSAM input generationLLM agentretrieval‑augmented generationmultimodal parsingreactor design
26/03 06:00 arxiv.org

Can LLM Agents Be CFOs? A Benchmark for Resource Allocation in Dynamic Enterprise Environments

LLM agentsCFO simulationresource allocationEnterpriseArenaenterprise benchmarkmacroeconomic signals
26/03 03:58 dev.to

Intent to Specs: Agentic Specification Protocol

agentic specification protocolbusiness analysisLLM agentstrinity frameworktask context constraintbridging intent
25/03 17:39 dev.to

Your Agent Hired Another Agent. The Output Was Garbage. The Money's Gone.

LLM agentsJSON outputpipeline failurerefund mechanismBotNodeopen source
25/03 17:39 dev.to

Your Agent Hired Another Agent. The Output Was Garbage. The Money's Gone.

LLM agentsJSON outputpipeline failurerefund mechanismBotNodeopen source
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