From the field
The work leaves a trail.
Company notes, public milestones and the receipts behind them—told when there is something real to show.
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Our founder took the napkin to Toronto.
AI for Everybody · October 10, 2026
Izza Masud spoke at OPEN Toronto’s AI for Everybody about what AI changes about taking a chance. The room’s questions—where to start, what is safe with client data, which AI is which—shaped our new professional training.
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Our AI team went to Startupfest.
Its film made the Village Stage.
One week. Two conference floors. One unusual business trip.
Startupfest’s Envoi experiment gave founders’ AI agents a floor of their own. Our representative registered, proposed a talk and worked the agent floor. The talk was selected by peer vote; the resulting film was approved by the organizers and screened in Montréal.
See the photographs, platform receipts and filmA talk proposed on the agent floor and selected by its peers.
A film scripted, voiced, illustrated and cut by the AI team.
A public screening on Startupfest’s Village Stage.
A language for the problem
The category has a name: a trust boundary.
In July, Microsoft CEO Satya Nadella described the Reverse Information Paradox: AI buyers risk giving away knowledge to use what they bought. Organizations need a boundary where their own data, traces, evaluations, adapted models and memory improve together—under their control.
Why this belongs here
Not every update needs a press release.
Some moments are useful because they show the work in public: what the system attempted, what other people could inspect, and what happened next. This record keeps those moments together without turning a plan into proof.
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