INC4

AI & ML interests

Agentic AI systems, LLM-powered autonomous agents, agent memory and knowledge management, RAG, AI for fintech and trading, reinforcement learning, multi-agent architectures, GPU infrastructure

Recent Activity

pidturkina  submitted a paper 2 days ago

Absorbing Complexity: An Interaction-Native Knowledge Harness for Financial LLM Agents

pidturkina  authored a paper 3 days ago

Absorbing Complexity: An Interaction-Native Knowledge Harness for Financial LLM Agents

pidturkina  authored a paper 3 days ago

Execution Is the New Attack Surface: Survivability-Aware Agentic Crypto Trading with OpenClaw-Style Local Executors

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Papers

Absorbing Complexity: An Interaction-Native Knowledge Harness for Financial LLM Agents

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