Tag: artificial-intelligence
All posts tagged "artificial-intelligence".
Could This Finally Be the Silver Bullet?
8 min readRevisit software engineering's central ideas about complexity, people, organization, and change to see which assumptions coding agents alter and which problems become more important.
Turning Occasional Success into Reliable Capability
4 min readFind, select, and train on paths a model only occasionally discovers to understand how demonstrations, exploration, rewards, and feedback reshape behavior.
Put What the Model Cannot Yet Do into the Harness
4 min readDomain knowledge, practical experience, specialized tools, and workflows bring general models into real work while supplying material for further learning.
Treat an Agent as a Long-Running Asynchronous Task
5 min readLong runtimes, external resources, and unpredictable combinations of actions explain why agents need scheduling, isolation, durable state, and recovery.
As Models Become More Capable, What Remains in the Harness?
5 min readAs developing model capabilities becomes a repeatable process, a harness supports both task execution and a continually moving gap in capability.
When Language Models Learn the Physics of a Text World
5 min readFiles, commands, and tools connect text to a changing environment. As models learn the consequences of actions, context becomes their interface for ongoing interaction.
How Can a Prompt Elicit a Model's Capabilities?
4 min readStart with the relationships learned through next-token prediction to understand how an instruction changes a model's behavior and why prompting works.