Bringing that Austin race weekend energy to Bevo Blvd with @McLarenf1. 🤘
Stop by the Dell booth on October 24th for race simulators, custom footballs, and your chance to win a new Dell XPS 13 or an Alienware 39” Gaming Monitor.
Come say howdy! 🏁
holy sh*t, Google Research just open-sourced an agent that can improve its own harness
steal this blueprint for a self-improving agent
the prompts, memory, skills and tool guidance around your model can evolve as it works
it’s called Harness²
the loop:
→ propose changes to the agent’s setup
→ run candidate setups on the same task
→ compare what actually happened
→ compose a refined harness from that evidence
→ carry useful lessons into future tasks
the clever part:
it refines the harness on unfamiliar tasks without a ground-truth answer to guide those edits
the architecture:
propose → probe → compose → retain lessons → repeat
the part builders should steal:
treat your agent’s setup as something you can experiment on
pick a recurring failure
propose a specific harness change
compare execution traces on the same task
evaluate the result
keep the evidence with the change
the repo includes OpenCode and Codex executors, parallel and sequential refinement, and a local demo you can run without model credentials
save this, then read the full guide for Opus 5.5 Harness Engineering ↓
British forces will join troops from France and Germany for drills in Poland.
The wargame will simulate moving troops and supplies such as food and fuel, and was agreed at a coalition of the willing summit in July.
Sky's military analyst Rob Clark explains more ⬇️
Follow live updates on the Sky News website and app: https://t.co/bXndkfY0CW