4 reports
Digests
September's agent literature is less about new capabilities than about instruments. The month's strongest contributions are audits of benchmark environments, ablations of the harness around the model, variance decompositions of leaderboards, and governance layers that refuse to…
Surveys
The capability of an agent increasingly depends not on its base model but on the harness built around it: instructions, context management, memory, tools and skills, control flow and orchestration, and the agent's own code.
Surveys
Computer-use agents — systems that operate graphical interfaces through screenshots, accessibility trees and keyboard-and-mouse actions — moved in roughly three years from scripted proofs of concept to trained models that complete a majority of single-application tasks on…
Surveys
Game production is being reorganised: from "humans write the code, humans make the assets, humans playtest" to "an agent proposes the engineering structure, calls engine tools, and some verifier decides whether the result passes".