Triton 47

#chatgpt

6 posts

expanding maths to abstract concepts through text

Jun 14, 2026 · 3 min · AI & computation AI-generated

AI list mapping linear algebra / control / info theory onto text ops

expanding maths to abstract concepts through text Here is a comprehensive enumeration of mathematical and system-control frameworks mapped to operations on text and latent semantic spaces. Linear Algebra & Vector Spaces Vector …

personal news

Jun 14, 2026 · 15 min · AI & computation AI-assisted idea ★

Well, there’s a idea of this personal news. Eventually people just spend their time on social media or the News of the World which is a revolent for most part and also Irrelevant and useless and traumatic and not helping which …

Arranging scientific articles

Jan 22, 2026 · 2 min · Research & method idea

article as high-dim dot; visualise citation pyramid spatially; Overleaf citing inefficient

Its 2026, AI is booming, yet there is not enough clear boundary of which articles are not written, which ideas are not explored, and which are. In the space of articles, an article is just an dot, a single high dimensional dot, …

Why AI vibecoding fails (for now)

Dec 25, 2025 · 2 min · AI & computation ★

code as embryo folding; conceptual tree view

AI agents are now capable of writing one shot AI code (ofc, that still takes many iterations), but that doesn’t work, or does not have the entropy information required (based also on which model, and which prompt, it has a very …

Realtime input GPT transformers

Jul 14, 2025 · 1 min · AI & computation

continuous-input transformers; LLMs etched in hardware

Due to classical computation, most methods biased today take chunks of input of information, and act on it to produce output information. They do not take continuous realtime input data to produce realtime output data, as …