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4 posts tagged engineering.
Eight topics next for agentic memory, plus one that keeps you safe. Storage-layer authorisation is the only enforcement that holds against an adversarial model. Here is the case for each.
Harness effect is 5 to 40 percentage points. Model effect is 5 to 15. Same model, different scaffold, ten-point swings are routine. The work is in the harness, not the model.
Long context isn't a capability, it's a standing charge. The same task can cost seventeen times more read in full than retrieved.
The advertised context window is 2 to 8 times larger than the effective context for multi-hop work, and 50 to 100 times larger than the effective context for reasoning. The number on the slide is the size of the door. The number that does work is the size of the room.
