Writing

Blog

Type

Year

2026-09-17Research

Renting Parameters: The Engineering, Science, and Political Economy of Continual Learning

Why continual learning is back in mid-2026: four paths to teaching a frozen giant something new, PEFT’s three-year filigree era and the Bitter Lesson it ran into, and why taste, tone and judgment belong in parameters rather than in prompts.

Continual Learning

2025-04-13Notes

Implementation of LLM-Based Multi-Agent Systems: A Toy Survey

The notion of the agent is by no means new, but implementing multi-agent systems with LLMs is the genuine issue ahead of researchers today — a toy survey of LLM-based MAS implementation.

Survey

2024-09-06Notes

Attempt to Differentiate: NLP, Computational Linguistics, & Digital Humanities

At ACL 2024 in Bangkok, this year’s ACL Chair Emily M. Bender put forth a highly controversial conclusion in her address: ‘ACL is not an AI conference.’

Thoughts