layered-memory-compression-four-daily-activity-blocks TEC-0275 · proposedLayered memory compression with four daily activity blocks
Replaces agent-managed scratchpads with a system-managed three-layer memory (full logs for recent weeks, ~200-word summaries, ~50-word milestones) and splits each simulated day into four plannable blocks.
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Replaces agent-managed scratchpads with a system-managed three-layer memory (full logs for recent weeks, ~200-word summaries, ~50-word milestones) and splits each simulated day into four plannable blocks. Filed by the drafting stage from Agentopia on a Consumer GPU: A Reduced-Scale Long-Horizon Port with an 8B Model (2608.24215) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Only weakly: a 52-week memory-off run showed L2/L3 artifacts disappear (an implementation dependency, not a behavioral effect), and a single unseeded 10-week M vs M+T comparison showed 2.72x more records per agent-week and lower lexical duplication but a higher missing-field rate (7.75% vs 1.57%); the authors disclaim causal behavioral claims.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
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Sources
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