Leon Kozlowski

cto @getgalaxyio

[Leon Kozlowski @leonkozlowski]

Who is building the infinite horizon agents?

[Leon Kozlowski @leonkozlowski]

anyone else tired of reading this slop?

[Leon Kozlowski @leonkozlowski]

@oliviscusAI I've seen this same post more than 10 times for a project released many months ago. What paid promotion list is this on?

[Galaxy @getgalaxyio]

Model held fixed, only the context varied. Context quality predicted hallucination resistance, injection resistance, and tool use.

The model was never the variable.

[Leon Kozlowski @leonkozlowski]

@sahildotcom Agree here

[litquidity @litcapital]

“Series M”

[Leon Kozlowski @leonkozlowski]

AI automated writing documentation before anyone automated reading it

[Leon Kozlowski @leonkozlowski]

Context rot is a human problem

[Galaxy @getgalaxyio]

https://t.co/vhLA3LRhqE

[Leon Kozlowski @leonkozlowski]

@thdxr Not another quote tweet of "Loop Engineering" PLEASE

[Leon Kozlowski @leonkozlowski]

Concerning stuff
https://t.co/wUaVeASSHM

[Galaxy @getgalaxyio]

If you are in a position to host your own models it would be prudent to do so, even if this means that only some percentage of your capacity to start. Your knowledge and decision-making infrastructure should remain under your full ownership and control.

[Leon Kozlowski @leonkozlowski]

SaaS might be dead, but then again, it might not.

[Leon Kozlowski @leonkozlowski]

Rent intelligence, own the learning

[Jaya Gupta @JayaGup10]

https://t.co/XbAf6uKv0B

[Leon Kozlowski @leonkozlowski]

@crangerus How many times a day does Boris say this?

[Galaxy @getgalaxyio]

Enterprises are betting that owning the agent beats renting it, and the gap between those two is just how much of your data and context you control.

[Leon Kozlowski @leonkozlowski]

Enterprises spent twenty years getting human access control right. Agents are getting broader access in their first month than any employee earns in a career, and it's enforced by a system prompt.

Zero trust for agents will be the whole security industry by 2028.

[Leon Kozlowski @leonkozlowski]

@NotionHQ The interesting bit here is the gap between 31% and 10%. L1➡️L2 is a tooling upgrade. L2➡️L3 is where the agent has to act on your systems without a human sanity checking every answer/action. The maturity ladder is tacit knowledge + process data being available to agents.

[Leon Kozlowski @leonkozlowski]

Absolutely brilliant from Palantir:

"Tokenmaxxing hijacks your value orientation and decreases your institutional fortitude and intelligence. The pursuit of high token usage incentivizes disposable scripts over robust software — with the addictive feeling of false progress. There is a reason why those selling tokens refuse to charge based on value."