James Taylor
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kaltookutharian.bsky.social
James Taylor
@kaltookutharian.bsky.social
Photoshop Artist, Scifi Writer, Random Internet Person, an independent AI reseacher looking for ways to improve AI through small sample size, anti-cohesion and no set metrics.
You can feed it into an LLM to translate to the real world. Or read the medium articles. The one that explains the paper is here
medium.com/gopenai/the-...
The Exhaust Port of Cohesion: Precision Provocation in LLMs
There are two useful ways to break a fortress. One is to bring more force: bigger engines, heavier guns, longer sieges. The other is…
medium.com
December 9, 2025 at 3:56 AM
Added a 5 min exercise to the end of the article, and a 45-60min classroom exercise here github.com/utharian-cod...
github.com
November 5, 2025 at 6:37 PM
@annamillsoer.bsky.social - Noticed how many people you follow and remembered your post about Jill - thought I'd tag you just in case.
November 5, 2025 at 4:14 AM
I've found it useful to have the AI 'Red Team' the problem, which is what the article describes without naming it. medium.com/@utharian/ne...
Needs More Base Red Team: Why Your AI Assisted Project is Probably 33% Too Optimistic
Abstract
medium.com
November 4, 2025 at 11:41 PM