01 — THE QUESTION

Do different agent memory systems actually change what an agent does?

world events memory system what memory surfaces LLM planner action did the right thing?
02 — THE FINDINGS

EIGHT CHALLENGES × FOUR MEMORY SYSTEMS × TEN IDENTICAL RUNS EACH

1

The long-memory cliff

0 / 10 VECTOR · 4 & 8 SESSIONS 10 / 10 MEM0 & LETTA

Watch this race ↓
2

Having the fact ≠ using it

Watch a stale-memory failure ↓
3

Different memory systems break at different points

THE FULL MATRIX · DID THE RIGHT THING, OUT OF 10 IDENTICAL RUNS

03 — THE PROOF

MEMORY RACE · SAME WORLD, SAME SEED, SAME CHALLENGE

Four memory systems run the identical episode. When does behavior diverge?

04 — EXPLORE THE EVIDENCE

EVERYTHING BELOW IS THE DEEP ARCHIVE

Replay a single run

Is the gap real, or just chance?

Where does each memory system break?

What extra latency does memory introduce? DESCRIPTIVE ONLY

All 320 formal runs

Method, integrity & provenance

Study

Integrity audit

Statistics

Provenance

Limitations — read before citing