A Probe Knows More Than the Model Says
Written for Apart Research’s Digital Minds Research Sprint. The report and code are linked at the end, and Do Language Models Mean What They Choose? covers my other project from the same sprint. …
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Do Language Models Mean What They Choose?
Written for Apart Research’s Digital Minds Research Sprint. The report and code are linked at the end, and A Probe Knows More Than the Model Says covers my other project from the same sprint. If …
So does your Car fail? (The Counterexample to HRT Conjecture) - Part 2
Part 1:https://omanshuthapliyal.github.io/blog/hrt-conjecture/ In the previous post, I talked about the HRT conjecture as a rather natural statement about phase space. A signal can be moved in time. …
Contraction can Help Safety Classifiers keep their Promise
The code for this project can be found at: https://github.com/omanshuthapliyal/contraction_constrained-safety-head. And the paper can be found at: https://arxiv.org/pdf/2610.02853. A safety classifier …
So does your Car fail? (An 'Uninteresting' Implication of HRT Conjecture) - Part 1
The mathematics community has recently been effervescing with plenty of AI usage stories (notably Terence Tao, nonetheless) 1. In the latest such development, a long-standing conjecture was disproved …
Can LLM Finetuning be Stateful? Small states for Large Models - Part 2
The code for this project can be found at: https://github.com/omanshuthapliyal/HRM-adapter. And the paper can be found at: https://arxiv.org/pdf/2606.26290. In the previous post, I introduced the …