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News
Chasing Quantum States Through Time: A Tour of Time-Evolution Methods in TensorCircuit-NG
15+ hour, 51+ min ago (1194+ words) Flip a single spin in a spin chain and, at first glance, almost nothing seems to happen. It is just a small disturbance dropped into a large quantum system. But then the disturbance propagates. Magnetization changes. Entanglement grows. Observables evolve....
RL 2: The first physical and computational RL machines(1948–1954)
2+ day, 11+ hour 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....
GPT-5.6 Sol Runs Quantum Chip Calibration at MIT Through Codex
2+ day, 18+ hour ago (529+ words) For businesses watching AI move beyond chat and content generation, the MIT work is a useful example of a more practical direction. AI agents can become valuable when they are connected to real tools and given bounded, repeatable workflows with…...
A Brief History of AI (1940s–2020s)
2+ day, 19+ hour ago (373+ words) AI's journey took 80 years. But the real inflection point came in the last couple years. How is your organisation tackling AI adoption? Where are you seeing the biggest wins and what are the biggest barriers? Here’s a condensed timeline to…...
10,000 AI Agents Did Not Just Scale a Chatbot. They Changed the Shape of Scientific Computing
5+ day, 4+ hour ago (810+ words) OpenAI says an internal system coordinated roughly 10,000 agents to produce a proposed resolution of the Navier–Stokes existence and smoothness problem. The effort reportedly consumed about 130 billion output tokens, generated 2.7 million agent messages, and then used GPT-6 Astra for another…...
An AI System Claims a 90-Year-Old Math Prize Problem. The Real Story Is Messier
5+ day, 17+ hour ago (587+ words) On September 8, OpenAI announced that an internal AI system produced a solution to the Navier-Stokes existence and smoothness problem. If you are not deep into mathematics, that sentence means nothing. So let me unpack what happened, because the announcement is…...
Building an Edge AI People Counter: The Parts After Detection
6+ day, 9+ hour ago (836+ words) A working people counter produces an entry or exit event, not a box drawn around a person. The detector is only one part of the job. A camera frame still has to arrive on time, detections have to remain attached…...
INTRODUCTION TO MACHINE LEARNING
1+ week, 5+ hour ago (1583+ words) Introduction In the course of the last few months, I got introduced to Machine Learning. I noted that the evolution of AI has led to the introduction and development of many concepts, such as, machine learning; an area of artificial…...
Cloud AI vs Edge AI: Why Smart Factories Need Both
1+ week, 8+ hour ago (897+ words) With the growing interconnectedness of manufacturing systems every year, machines, sensors, cameras, RFID readers, PLCs, MES, ERP and other IoT devices generate and send a torrent of operational data. While data acquisition has gotten simpler, the problem lies in efficiently…...
When Confidence Lies: Engineering Uncertainty-Aware AI Control Loops for High-Stakes Production Systems
1+ week, 1+ day ago (342+ words) Thesis: Confidence should not merely describe what an AI system believes. It must actively determine... Tagged with llm, ai....