
A Crisis Desk That Changes Pace
An agent can filter a fast-moving crisis into technically verified updates, then ease its reporting cadence as the urgency recedes.
Read the snack ↗
IntelligenceSnacksA Coldcard firmware flaw turned private keys from secrets protected by an immense search space into numbers that attackers could recreate within hours. A model that refuses exploit work can also deny incident responders the tools they need to locate a known vulnerability and check other systems for the same flaw.
With Pete Winn, Andy David
7 ideas developed from this conversation
About this conversation
A Coldcard firmware flaw turned private keys from secrets protected by an immense search space into numbers that attackers could recreate within hours. A model that refuses exploit work can also deny incident responders the tools they need to locate a known vulnerability and check other systems for the same flaw.

An agent can filter a fast-moving crisis into technically verified updates, then ease its reporting cadence as the urgency recedes.
Read the snack ↗
An agent can extend a personal knowledge map just far enough to reveal the next useful ideas, sources and connections.
Read the snack ↗
Andy designed Pliny to turn relevant updates into researched briefings that deepen as its record of his interests grows.
Read the snack ↗
AI makes repeated cyberattacks cheaper, while giving defenders ways to detect their computing footprint and raise the price of access.
Read the snack ↗
A briefing shaped around known interests can deepen understanding while making unrelated but valuable ideas less likely to appear.
Read the snack ↗
A model that refuses exploit work can also deny incident responders the tools they need to locate a known vulnerability and check other systems for the same flaw.
Read the snack ↗
A Coldcard firmware flaw turned private keys from secrets protected by an immense search space into numbers that attackers could recreate within hours.
Read the snack ↗