Work bulletin

I think we would have nothing much to say to each other at this point, though I doubt if that is what you are waiting of at the end of the road. Nevertheless, here, we go with the content preparations and thereof. Indeed of such, we have the main organization sections, containing projects, researches, projects, proposals, plans, and essentially works to be done. Those will be covered in a few of those sections.

Then, we have the directive section, where ideas, proposals are laid out, research diagram or directive, plans and programme are laid out, alongside infrastructures and stuff that are necessary for research and further works. Then we also have notes, of which we defer its usage for all types of notes, expositions, drafts, important layout, points to be made across the structures, connectors, and so on. And finally, for those that does not fit, we simply use the miscellaneous section at will.

For now, it is that way. Further purposes would be clarified later on, but essentially of such, we are current ready for any indictment in the future on the organization template.

Important

All details regarding this are now moved to the deployment website for streamlining mental logistic (yes, indeed) and resources since I am using freeloading resources of GitLab after all.

Organization

As mentioned or dictated in the preface, there exists three main parts of this site, alongside subsidiary delegations. The tagging organization will be included in this note. Many of the details will be available in the forward deployment in the main station.

Research

The research page includes the list of projects, researches in questions, proposals and ideas that is of consideration in the future. Most of them are incomplete, and are welcoming adoption from certain collaboration if requested or encouraged. While this is not always up-to-date (as I have an internal organization structure), it should be, most of the time adequate at outlining individual ideas and rotational constructs relevant to the research agenda.

The topic of research includes (2025/28/11): theoretical computer science, theoretical machine learning, theoretical artificial intelligence, philosophy of science, spectroscopic theory, theoretical physics, high-energy physics, Raman spectroscopy, automata theory, probability theory, theory of modelling, statistical machine learning, abstract mathematics, applications of category theory, partial differential equation (PDE), neural network formalism, and philosophy of probability. This includes both in-preparation and proposed solutions and whatever.

In preparation

There are quite a few works that I think would be nice to catalogue, in case of anything to happen. This includes:

  1. AI Safety Camp commitment, on the AI governance protocol (yes, it sounds quite ridiculous, but doable), around Jan-April 2026.
  2. Quantum AI Lab (on the side), on quantum machine learning and quantum computing. My expository paper would be about Quantum computing and machine learning advantage - toward actual limitation of claims as a provisional title. There is also another one as PINNs (Physics NN, basically), though I find it particularly troublesome to pursue.
  3. AI Material Science Lab (Phenikaa Centre of Advanced Research) as part of an apprentice session. Quite a freeloader style, though.

More can be found in the main AML page.

Back to top