I love this story.
Great story.
Twenty years ago, two amateur chess players beat grandmasters and some of the strongest chess computers in the world.
They were not better at chess.
They were better at working with the machines.
In 2005, a freestyle chess tournament allowed almost anything.
Play alone.
Bring computers.
Bring other humans.
Bring both.
Steven Cramton was rated 1685.
Zackary Stephen was rated around 1400.
A grandmaster is around 2500.
A 1400 player can destroy friends at home and then be destroyed politely at a serious tournament.
They had three ordinary PCs.
No titled player.
They won the whole thing.
In the final, they defeated a grandmaster working with another player rated above 2600 and several computers.
People even suspected Garry Kasparov was secretly helping them.
He was not.
Their real advantage was much less dramatic.
They chose a few possible moves.
Split the analysis.
Compared different programs.
Knew where each engine was weak.
And used human judgment when the machines disagreed.
Once everyone had access to a machine, the machine stopped being the advantage.
The data and process became the advantage.
Legal is entering the same phase.
Everyone can buy a powerful AI tool.
Far fewer teams know what work to give it, how to test the answer, which errors matter and when a human must step in.
At Ambar, senior legal AI specialists help teams build that operating layer around real work across 20 jurisdictions.
Playbooks. Model answers. Red flags. Evals. Error analysis. Human review.
So when a better model arrives next quarter, your legal capability does not disappear with the old one.
The model is becoming a commodity. Your way of using it is not.
Before you go: how Ambar can help
We help GCs access senior independent legal talent when their teams need more range, more speed or more specialist judgment.
1) Fractional counsel for capacity gaps
When a key lawyer moves role, goes on leave, or gets pulled into a strategic project, we help cover the gap without adding permanent structure.
2) Specialist expertise for new areas
Privacy, AI, technology contracts, payments, cybersecurity, energy, regulatory or new jurisdictions — senior lawyers who bring knowledge into the team, not just hours.
3) The layer between in-house and traditional firms
For work that is too senior for junior execution, too close to the business for a law firm machine, and too temporary for a permanent hire.
4) Legal AI that learns your standard
We help legal teams turn senior judgment into playbooks, model answers, red flags, evals and error-analysis frameworks for the AI tools their teams already use.
Not generic AI. Your legal standard.
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Stay cool,
Dr. No