Hacker News: giang_at_glai

New comment by giang_at_glai in "Show HN: Steerling-8B, a language model that can explain any token it generates"

giang_at_glai — Thu, 26 Feb 2026 21:44:16 +0000

Actually, the model is forcing the response to be generated inside the attribution modules.

New comment by giang_at_glai in "Steering interpretable language models with concept algebra"

giang_at_glai — Thu, 26 Feb 2026 21:22:26 +0000

We will share a technical write-up soon that addresses both of your questions: (1) steering vs. prompt engineering, and (2) how effectively our steering suppresses undesired generations.

If you have joined our waitlist, we will notify you as soon as it is available.

New comment by giang_at_glai in "Steering interpretable language models with concept algebra"

giang_at_glai — Thu, 26 Feb 2026 06:11:37 +0000

Author here.

This post shows “concept algebra” on language model: inject, suppress, and compose human-understandable concepts at inference time (no retraining, no prompt engineering).

There’s an interactive demo on the post.

Would love feedback on: (1) what steering tasks you’d benchmark, (2) failure cases you’d want to see, (3) whether this kind of compositional control is useful in real products.