GitHub rewrote 800,000 lines of Copilot in Rust, and AI wrote most of it
GitHub moved the runtime behind Copilot CLI from TypeScript to Rust in about 14.5 weeks, with AI agents writing most of the code and a 5.25 second scenario…
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All newsChatGPT now builds calculators mid-answer, and 1.2 billion people just got it
OpenAI's GPT-6 adds "Intelligent UI", letting ChatGPT assemble charts, forms, and small tools inside a reply, rolling out to over…
OpenAI dropped 722 AI-written math papers, and the proof is in the Lean
OpenAI published 722 math manuscripts written by an unreleased model, many with machine-checkable Lean proofs and some without, and mathematicians…
Two open-weights giants landed in one day, and both are mixture-of-experts
Mistral Large 4 (1 trillion parameters, 49B active) and Reflection's Beam (501B, 23B active, Apache 2.0) both landed on October…
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AIComputer Vision
Turning Pixels Into Something the AI Can Eat
Episode 1 got clean pixels out of the camera. Episode 2 moved them across the network without choking it. Now we arrive…
AIDeep Neural Networks
Building Your First Neuron From Scratch
In Part 1 we said a neural network is just a stack of simple, learnable transformations trained by nudging weights to lower…
AIArchitectureComputer VisionNetworks
The Network Behind the Cameras
Episode 1 got clean pixels out of the camera. Now we have to move them. This article is about the unglamorous plumbing…
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AIArchitectureComputer Vision
CCTV in 2026: From Dumb Cameras to Intelligent Sensors
Before any AI can be clever, the camera has to capture something worth analyzing. This opener to the Intelligent Video Analytics series…
AIDeep Neural Networks
Building Your First Neuron From Scratch
In Part 1 we said a neural network is just a stack of simple, learnable transformations trained by nudging weights to lower…
DatabasesPythonRedis
Create a Python client to communicate with a Redis stream
Software development professionals are hooked on microservice architecture for its flexibility, scalability, and easier maintenance of applications. But when multiple data requests…
Electronics
What Electricity Actually Is: Charge, Current, and Voltage
Electricity is charge in motion. Charge (coulombs) is carried by free electrons; current (I = Q/t, amperes) is how fast charge passes…
AIDeep Neural Networks
What Deep Learning Actually Is
You have almost certainly used deep learning already today. It answered a question, sorted your photos, finished your sentence, or picked what…
AIComputer Vision
Turning Pixels Into Something the AI Can Eat
Episode 1 got clean pixels out of the camera. Episode 2 moved them across the network without choking it. Now we arrive…