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Exciting update in AI! On Jan 21, Yann LeCun, renowned AI pioneer and former Meta Chief AI Scientist, joined Logical Intelligence as Founding Chair of their Technical Research Board. The startup is launching Kona 1.0, the first energy-based reasoning model (EBM) that optimizes solutions by minimizing "energy" for constraints, reducing hallucinations and boosting reliability in high-stakes fields like energy, manufacturing, and semiconductors. They claim it's a step toward AGI by enabling verifiable, error-correcting AI beyond LLMs. Check out the demo on their site! #AI #YannLeCun #LogicalIntelligence

Imagine a world where the newest, most capable intern isn't a fresh college graduate, but a sophisticated piece of software that never sleeps. That is the reality painted by a fascinating new study released by Microsoft Research just days ago. Contrary to the old science fiction tropes of robots taking over factory floors, this report reveals that the next wave of artificial intelligence is actually setting its sights on the high-rise office. The researchers found that complex, high-skill professions—specifically lawyers, financial analysts, and software engineers—are the ones most "exposed" to this new technology. But here is the fascinating twist: the study emphasizes that this high exposure doesn't mean humans are becoming obsolete. Instead, it predicts a massive shift where your job isn't taken away, but transformed. We are moving toward a future where success won't just be about your individual expertise, but about how effectively you can "co-pilot" with a…

At CES 2026, Nvidia’s CEO said the “ChatGPT moment for robotics” is here, meaning robots are starting to shift from rigid machines into something closer to teachable helpers that can see, understand, and react in the real world. Instead of being locked into one repetitive motion, future warehouse and factory robots built on Nvidia’s new “physical AI” tech could watch how humans do a task, learn from examples and instructions, and then handle surprises—like a broken box or a new product—without needing to be completely reprogrammed.

Law isn’t just a list of rules you memorize in school. It’s an entire system designed to keep society operating in a predictable, enforceable, and (ideally) fair way.

If you zoom out far enough, “how law works” becomes easier to understand:

It’s a cycle.

Rules get created, then interpreted, then applied to real-world facts, and finally enforced. And when people disagree about any of those steps, the system has built-in processes to resolve the conflict.

1) What law is really doing

At its core, law exists to do a few big things: