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waggle-os/apps/www/app/_data/proof-points.ts
Oleg Maslov 0c3e2ead3b
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/**
* Verified LoCoMo benchmark data for the proof band (86.49 SOTA arc,
* 2026-06; the earlier 87.66 figure was withdrawn 2026-07-01 as
* unreproducible — never surface it).
*
* Protocol: LoCoMo, N=1,540, GPT-4.1-mini as answerer AND judge — the prior
* leader's (Memori) published protocol, reproduced in-harness before
* comparing. Waggle (hive-mind substrate) 86.49% vs Memori 81.95%
* (+4.54pp, z=4.64, p<10⁻⁵); Mem0 re-measured under the same protocol:
* 73.96%. Single-hop: 92.27%. Sources: benchmarks/results/locomo-sota-2026-06/
* and docs/methodology.md §0. Numbers MUST match those files. Do not
* fabricate; do not rescale chart axes away from zero.
*/
export interface BenchmarkBar {
readonly id: string;
readonly system: string;
readonly detail: string;
readonly score: number;
readonly highlight: boolean;
}
export const LOCOMO_BARS: readonly BenchmarkBar[] = Object.freeze([
{
id: 'waggle',
system: 'Waggle (hive-mind)',
detail: 'open source · runs locally',
score: 86.49,
highlight: true,
},
{
id: 'memori',
system: 'Memori',
detail: 'prior state of the art',
score: 81.95,
highlight: false,
},
{
id: 'mem0',
system: 'Mem0',
detail: 're-measured, same protocol',
score: 73.96,
highlight: false,
},
]);
/** Secondary verified stat: single-hop recall. */
export const SINGLE_HOP_SCORE = 92.27;