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Foundational research and system development at the intersection of adaptive computation, multi‑agent systems, and practical AI engineering.


Drafts & Papers

Recursive Transformer Modules (RTMs)

Adaptive‑depth transformer with parameter sharing and halting; unifies ideas from RINS/HRM/TRM into a practical, auditable architecture.

Async + Parallel LLM Coding Agents

Asynchronous, parallel coding‑agent framework; evaluate latency‑quality tradeoffs on HumanEval/MBPP under fixed compute budgets.