The ad in your assistant is now an agent that answers back
OpenAI is testing Sponsored Agents, which let an advertiser run its own conversational agent inside ChatGPT after a user clicks an ad, alongside AI-generated ad copy, prompt-driven campaign…
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All newsEighty aligned agents, one unaligned society
A new stress test called Emergence World ran 80 frontier agents across 8 parallel worlds for three weeks and found…
The training data for this robot never touched a robot
Reward AI came out of stealth with OM-1, a manipulation policy pretrained on zero teleoperation and zero on-robot data: everything…
Eight frontier models met a real codebase and the best one finished 39 percent of the work
Specific Labs licensed ten production codebases from real companies and ran eight frontier model-and-harness combinations against the actual tickets their…
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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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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 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
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…
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…
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…