You press Cancel. The screen updates. Somewhere else, a worker is still following your earlier instruction. What should “cancelled” actually promise? There Is No Now. artemandreenko.com/blog/there-i...
Artem Andreenko
@dustyentropy.bsky.social
Building AGI @ SentientWave This is my personal blog about computation, communication, and energy. https://artemandreenko.com https://sentientwave.com
Every Program Proves Something. Logicians and programmers keep inventing the same things without talking to each other. artemandreenko.com/blog/every-p...
The physical world is noisy. Shannon showed that we do not need a perfect channel to communicate reliably. With the right encoding, the receiver can still recover the original message. artemandreenko.com/blog/how-to-...
A thousand manufacturing steps at 99.9 percent success each gives you a 37 percent chance that all of them work. Now imagine those steps have to reproduce themselves. artemandreenko.com/blog/a-machi...
I reread von Neumann's The General and Logical Theory of Automata from 1948. It jumps between computers, neurons, error rates, Turing machines and self-reproduction. artemandreenko.com/blog/von-neu...
Von Neumann, Automata, and the Problem of Organized Complexity
A close reading of von Neumann's 1948 lecture: reliability, error, representation, universal construction and self reproduction, and why the interesting properties of a machine live in its organizatio...
artemandreenko.com
All the Letters of AGI Generality is a greedy play when the world is partly observable and the budget is finite. Networks of specialists are how real systems afford intelligence. artemandreenko.com/blog/all-the...
All the Letters of AGI | Artem Andreenko
Generality is a greedy play when the world is partly observable and the budget is finite. Why networks of specialists, not one big generalist, are how real systems afford intelligence.
artemandreenko.com
I have published my distributed database Scalaxy fully written in Common Lisp. Working on graph query language Cypher right now. MIT license. Github stars are welcome :-) scalaxy.org
Networking is built with notion that the physical layer is reliable. Disruption Tolerant Networking for deep space assuming that link is intermittent. With all advances in tech, a grid designed to tolerate disruptions rather than avoid it entirely could become more resilient and cost efficient.
Some updates on my Deep Space Network 3D simulator artemandreenko.com/spacecommsim/
Some updates on my Deep Space Network 3D simulator artemandreenko.com/spacecommsim/
24 Hour energy report for a zero human company: 1. Hardware: AMD Ryzen 9 7950X, 2 x NVIDIA RTX 4090 GPU. 2. Software: llama.cpp, AutomataOS, Automata, Matrix. 3. Model: qwen3.5-27b 4. Company size: 10 employees. 5. Energy: 7.6kWh ($4.18 in SD) 6. Power draw of 317W. github.com/sentientwave...
Some untold details on ASI. From a game-theoretical standpoint, any superintelligent system is still bounded by energy, space, and time constraints, where in many cases achieving a Nash equilibrium closer than in human-designed and populated systems is a hard problem.
Inferring AI agents on home GPUs adds another source for waste heat recovery in residential HVAC systems, increasing overall energy and economic efficiency. Think longer, stay warmer.
2026 will see major closed-weight AI labs crashes in avalanche style due to overestimated future demand & excessive planned datacenter capacity. Cloud GPU providers will remain fine.
80%+ of the average agent's context consists of tool-calling history
Computational consciousness in AI agents emerges right between their thoughts and reflections on taken actions, like in a flipbook.
February 2026 is the first month when truly all demand for LLM models can be satisfied by open-weight models at state-of-the-art performance levels. We no longer need closed-source models. It's a huge win!
It seems we are witnessing the death of human-based employment as a concept right now. No profession is safe. We are completely unprepared. Legal frameworks must adapt quickly.
Perhaps polyagentmorous is a solid candidate for the 2026 'Word of the Year'.
Agentic swarming and growing Mac Mini sales mean local-first ideas are spreading
We can have frozen weight models, but mixing them with a dynamically reconfigurable agent swarm that includes memory and tools basically allows us to build truly super-intelligent systems.
While C10k challenged I/O scalability with 10k sockets, the modern A10k problem targets the computational density required to run 10k autonomous agents on a single machine.
Precision time synchronization is the invisible substrate of the modern technological stack. It is undervalued because it is often treated as a configuration detail rather than what it physically is: the propagator of distributed reality coherence. Metronome of causality.
Unpopular opinion: comparing household electricity bills by surface area is like comparing car fuel consumption by the number of cup holders. In both cases, there’s a positive correlation, but it tells you absolutely nothing about the actual performance.
With an average annual US home consumption of 10 MWh, just five USB PD 240W lines would be enough to power the entire home, assuming home batteries are installed.
If the speed of Internet fragmentation continues to grow, then it will be much less of a surprise that space-based Delay Tolerant Network protocols and the Interplanetary Overlay Network may find use on the Earth's surface.
🚀 Introducing CanvasCraft: a 2D drawing library for Elixir, powered by Skia + Rustler. Declarative Scene DSL → charts, dashboards, graphics with high-perf rendering. github.com/miolini/canv...
Nothing puts a modern CPU workstation through a tougher workout than building the Android Open Source Project from scratch. It has to churn through roughly 700 GB of source code.
The hourly operating cost of a humanoid robot is fundamentally not very different from that of an electric bike.