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Insights from the Lab
Articles on robotics, artificial intelligence, and the technology shaping autonomous systems.
Kimi K3 Is Open Weight. The 2.8-Trillion Number Is Not the Story.
A model that scores close to the best closed systems can now be downloaded as weights. That is the real Kimi K3 story.
August 2026 Batches Open: AI Internship, Robotics Internship & Diploma
August 2026 seats are open at Evolve Robot Lab in Chennai for AI Agents internship, ROS2 / robotics internship, and our Diploma in Robotics &...
Physical AI Is Becoming Turnkey. India Should Build It Now.
A big shift is happening in robotics. Robots are no longer being sold only as expensive machines. Startups are selling them as services: pay per...
Want an AI Agent in Your Business? Start With One Process in 30 Days.
It is 7:40 pm. Your phone still lights up with unpaid bills, missed WhatsApp enquiries, and “sir, please send the document.” You did not hire...
The H-A-H Protocol: Human-AI-Human Output Compression
Vaal's H-A-H protocol puts the AI on the output side — interviewing a human after they've given a raw, messy answer, and compressing that answer...
Claude Fable 5 Is Back: What It Means for Robotics Engineers and Factory AI in India
On July 1, 2026, Anthropic restored global access to Claude Fable 5 — three weeks after a sudden export-control freeze pulled the model offline for...
Why We Simulate Before We Build: The Sim-to-Real Stack Behind Evolve Robot Lab’s Robots
The most expensive way to program an industrial robot is to do it live, on a production line that's already running. Every test move is...
Why Learning ROS2 Is the Most Important Career Move for India’s Robotics Engineers
Every few years, one skill becomes the baseline for an entire industry — not because it is trendy, but because everyone has agreed to build...
AI Agents That Pay Back From Week One, Not Year Three
The first useful AI agent in a factory will probably not redesign the global supply chain. It may chase a delayed purchase order, flag a...
Your Most Expensive Machine Is Waiting for a Human
That CNC unit worth ₹80 lakhs isn't waiting because orders are missing — it's waiting for someone to load the next part. For manufacturers across...
Claude Code Is Turning AI Coding Into a Review Workflow
A source-led look at today's strongest Claude and Anthropic Twitter signal: developers are beginning to treat coding agents less like chat windows and more like...
Delivering an Industrial Automation System for a Leading Manufacturer
Integration of robotic handling, conveyor coordination, and PLC control into a unified production workflow We recently completed the industrial automation integration project, focused on combining...
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