Triton 47

Research & method

PhD work, tracking, ice segmentation, how to read and write. 16 posts.

2021: 1 2022: 3 2023: 1 2024: 2 2025: 7 2026: 2

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, …

Selling and Vibecoders

Dec 24, 2025 · 1 min · Research & method

marketing not automated

It has been as easy as to have an idea, to make an application. Every boss’ dream, to have whatever asked for from the laborer. Through Agentic AI, such as Google AI studio anything can be asked and argued to be made for. …

D4RT generalization and Thinking

Dec 24, 2025 · 1 min · Research & method

thinking = plasticity; D4RT 4D reconstruction paper

Thinking in brain is analogous to learning of the AI model, that is, when thinking, due to synaptic plasticity, brain is rewiring and making new changes, which also changes the state of its weights. So when training AI model, …

Behavioral object based tracking

Jul 05, 2025 · 13 min · Research & method idea ★

2.8k words transcript

(transcribed from copy of video which came out too big.. 2GB) Hello, good morning. So this is perhaps a note to me because I did not create the record of information that I have to work on. So I was looking for jobs and I of …

How to write a report?

Jun 25, 2025 · 1 min · Research & method

AI justified for summarizing

Do you take action? and do you need to write the report? A report is typically as summary of the actions, the actions that have been taken by you. For example, I was asked to summarize the parts of the final report, but if the …

Boardgames and randomness

Apr 02, 2025 · 3 min · Research & method

same role dealt repeatedly; observer flaw in theories; probability group

Dice, and the probability, i.e. dice thrown by a person. An important flaw in most theories is the observer and how it behaves, as theories only revolve around the focussed thing, and sometimes theorists don’t want real reality …

What is academia?

Jan 18, 2025 · 1 min · Research & method

rules, bureaucracy; "force field of knowledge"

For all that I remember, why I started writing this post, about what is academia. Its about rules, restrictions, bureaucracy, alignment to exams (but not strongly), people with great knowledge but missing something (as they are …

Setting target research

Feb 21, 2024 · 1 min · Research & method

research region from constraints of reality (diagram)

Research impacts society through action brought up on massive scale. However, the constraints of reality prevent research from being applicable to societal impact. To solve current problems, the need of research region can be …

Coping up with the understanding of fast paced research,

Jan 24, 2024 · 2 min · Research & method idea ★

represent the frontier of science as a sphere with radial progress markers; generate details on demand from structure

How to read and write, in a fast paced world! You may read this blog before. One of the main difficulties in doing research is catching up with what is currently existing, and looking for stuff beyond it. If you want to master …

How to read and write, in a fast paced world!

Jul 15, 2022 · 1 min · Research & method ★

text is an image; writing = manipulation of matter (sand, stone, EM, NAND); "cannot write through time yet"

Just writing my mind I Sum of small obvious thoughts leads to new obvious! Human beings, among all other mammals, have developed a way to pass the learnings through generations through reading and writing. Reading is an act of …

Knowledge transfer

Jul 08, 2022 · 1 min · Research & method

papers should be in a faster-readable form than text/image/video (→ later Prosa)

Knowledge dissemination must be converted into a faster readable form, or could be represented in a better form than just text or a static image or even a video. Google Scholar and Internet hosts references to almost all known …

Research topics and a mystery of life

May 20, 2022 · 1 min · Research & method

research list: neuromorphic hw, silicon neurons, in-silico-bio brains, ionic brain, FPGA SNN, spatial programming, "electric potential visually changing Markov universe

Interpretation of Mathematics in practice – a way Universe is so called Markov, that is, next step depends entirely on the current state, but not on the partial current and partial past steps.. though it can be written in that …

Politeness and Respect

Jul 26, 2021 · 10 min · Research & method

P=h(C,R) loop; Nordic alphabets table; paper-space Π+Δ publishing model; paper rating criteria; particle-filter/Kalman notes for thermal-frame tracking (research); black/white/gray box; work as signal; earth.nullschool

When mind is in the state of “I Don’t Care” .. bit of a μC From the Google dictionary! What is polite ? I think, polite is a state of behaviour of a being dictionary defines politeness as “having or showing behaviour that is …