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News
RL 2: The first physical and computational RL machines(1948–1954)
20+ hour, 36+ min ago (841+ words) Blog 1 established the rules of learning from biology. This era asked the harder question: can we... Tagged with rl, ai, machinelearning, deeplearning....
Reproducing PROFINET in the Lab: Discovery, AR Establishment, and Cyclic RT Boundaries
23+ hour, 4+ min ago (1230+ words) By RUGERO Tesla (@404Saint). I approached this research with the same general workflow I have used... Tagged with opensource, architecture, cybersecurity, network....
Metrice: Zero-dependency post-quantum P2P mesh network
2+ day, 4+ hour ago (1149+ words) Metrice is a decentralized peer-to-peer (P2P) mesh networking protocol engineered with zero external npm dependencies (Zero-Dependency), running natively on Node.js core libraries (node:crypto, node:net, node:dgram, node:sqlite, node:dns). It features quantum-resistant cryptography (Post-Quantum Cryptography) and a…...
Attention is simpler than you think - A hand-crafted superhero transformer
4+ day, 14+ hour ago (161+ words) Part of the TechAarvam workshop support files — Build Your Own Model. Attention is... Tagged with ai, llm, pytorch....
How We Pushed a Lead Free Solar Cell Design Past 32% Efficiency
5+ day, 22+ hour ago (229+ words) Solar energy research has one problem that most people outside the field do not know about. The best... Tagged with solarecell, mirzamdshakil, productmanager, uxresearcher....
Salt, spikes, and three thermostats — the neuromodules of a numpy organism
6+ day, 15+ hour ago (1204+ words) The follow-up to the no-LLM experiment: every neuromodule under the loops. How a spike is born, where... Tagged with python, machinelearning, numpy, neuroscience....
CyberMoranda CIDS: Building a Security System That Thinks Before It Acts
1+ week, 5+ hour ago (435+ words) For a long time, I have been working on an idea called CyberMoranda CIDS. CIDS stands for Cognitive Intrusion Defense System. The idea started with a simple question: What if a security system could understand behavior before deciding how to…...
AI Citations Are a Closed Loop: 15 Domains, ~68% of All Answers
1+ week, 13+ hour ago (82+ words) If you publish technical content in 2026, one number should reorganize your strategy: fifteen domains... Tagged with ai, career, programming, beginners....
Your Hand Is a Continuous Signal. A Scale Is Not. That Gap Is the Whole Problem.
1+ week, 23+ hour ago (476+ words) A webcam hand tracker hands you a position, thirty or sixty times a second, as a float between 0 and 1. A musical scale hands you seven notes per octave. Building a browser hand-gesture synthesizer is mostly the work of getting from…...
A trustworthy weekly AI research brief stays honest about sources and uncertainty
1+ week, 1+ day ago (1374+ words) An AI agent can help gather and draft research, but the reader still needs control over what gets... Tagged with ai, claude, productivity, beginners....