Collatz 1-cycle

{c}

They are moving to <2D> <voxel> games


ARC-AGI-3

ARC-AGI-1

* https://iliao2345.github.io/blog_posts/arc_agi_without_pretraining/arc_agi_without_pretraining.html


Local CPU ARC-AGI without LLM

{c}

https://openagi.xyz/

The tagline smells like bullshit:
> Integrating AI with web3 and decentralized ecosystems


Open AGI Summit

{c}
{tag=HackerRank contest}

https://www.hackerrank.com/contests/projecteuler/challenges

As mentioned at https://euler.stephan-brumme.com these tend to be harder, as they have their own judge system that actually runs programs, and therefore can test input multiple test cases against their reference implementation rather than just hard testing the result for a single input.

Goes only up to <Project Euler problem 254> as of 2025, which had been published much much earlier, in 2009, so presumably they've stopped there.


ProjectEuler+

Project Euler problem

Infleqtion

Cool deeptech ones:
* https://ic-resources.com/en IC Resources. Offices in various countries, perhaps Reading is the original/HQ?
* https://www.understandingrecruitment.com Understanding Recruitment
* https://www.socode.co.uk SoCode. <Cambridge>-based.
* https://www.client-server.com Client Server. St. Albans-based.
* <Oxford>-based: 
  * https://corriculo.co.uk Corriculo. 
  * https://humand.co.uk/ Humand

Evil finance ones:
* https://www.hunterbond.com/

Boring ones:
* https://www.oho.co.uk/ OHO Group. <London>-based.

International ones with a British presence:
* https://russelltobin.com/ Russel Tobin


British tech headhunter boutique

Collatz n-cycle

ARC-AGI version

{c}

Bibliography:
* https://github.com/zoecarver/grover-arc/issues/1


ARC-AGI implementation

{c}

* https://arcprize.org/guide
* https://lewish.io/posts/how-to-beat-arc-agi-2


ARC-AGI approach

{c}

https://www.kaggle.com/code/allegich/arc-agi-2025-visualization-all-1000-120-tasks contains plots of all questions and answers. It is truly very convenient.


ARC-AGI visualization

{c}

https://sakana.ai

Their description is a bit of localization randomness:
> We are building a world class AI research lab in Tokyo.

  We want to develop AI solutions for Japan's needs, and democratize AI in Japan.

\Video[https://www.youtube.com/watch?v=DtePicx_kFY]
{title=I Co-Invented the Transformer. Now I'm Replacing It.}
{description=Interview with Sakana.AI co-founders Llion Jones and Luke Darlow by Machine Learning Street Talk published Nov 23, 2025.}


Ciro Santilli @cirosantilli 37