← Study
Rung 5 · Gated

Agentic AI

Agentic AI trackLINK PENDING

Last, because the harness only becomes interesting once the model underneath it is not a mystery. This is the rung the flagship argument is aimed at — that almost all of the useful behaviour lives in the system around the model.

Unscoped
Progress
Allocated
Quota
Read it
Seat
Gated
State

Syllabus length not fixed — no published lecture count to cite.

Takes the technical slot when rung 4 closes.

Gate

Follows CS336. The deep-RL family only after the CS336 alignment on-ramp is logged.

CS336 — Language Models from Scratch →

Artifacts

Consume → do → output
NBNotebookLABLabGMEGameBTLBottle0/2
  • The harness flagship — the earned version of the argumentNot yet — nothing has landed for this slot.
  • Design notes into the machine that runs this siteEarmarked for the-machine — building on the workshop; not counted until it ships there.

Feeds

What closing this sharpens
Harnesses →the-machine →

The reading

Sections of the catalogue this unit draws on
  • §7Agent Systems and Tool Use33 papersHarnesses
  • §8Coding Agents and Software Engineering16 papersHarnesses

The papers

The rows behind the sections above

§7 · Agent Systems and Tool Use

33 papers · ★1 · 0 in the AtlasSection page →