Skip to content

Publish matched framework pilot: Oh within noise of Supermemory on LongMemEval-S - #191

Merged
0thernet merged 2 commits into
mainfrom
claude/framework-pilot-result-v1-20260924
Sep 25, 2026
Merged

0thernet merged 2 commits into
mainfrom
claude/framework-pilot-result-v1-20260924

Conversation

@0thernet

Copy link
Copy Markdown
Member

Summary

  • Publishes the first matched three-arm framework comparison: Oh default retrieval, Supermemory (session-level documents, its published LongMemBench method) and a BM25 baseline over the same 60 previously exposed LongMemEval-S questions, single query, 20-item limit, shared 8,192-token evidence renderer, GPT-4o reader and frozen-rubric judge.
  • Outcome: Supermemory 75.00%, Oh 71.67%, BM25 68.33% conservative success over all planned cells. The primary paired Oh−Supermemory difference is −3.33 points (95% within-type bootstrap −13.33 to +6.67); Oh−BM25 is +3.33 (−1.67 to +8.33). Both intervals cross zero — published as parity-grade evidence, not a superiority claim.
  • benchmarks/FRAMEWORK_PILOT_RESULT_V1.md records per-type outcomes, the six failed/unattempted local cells, the four zero-candidate Supermemory searches, readiness timing (p50 61.5 min), and cost accounting ($43.34 Supermemory credits, $2.28 reader+judge).
  • benchmarks/results/memory-framework-pilot-v1.json is aggregate-only: digests, counts, rates and limits; no questions, answers, raw responses, namespaces or private paths.
  • benchmarks/FRAMEWORK_PILOT_ADAPTERS_V1.md gains the executed session-level profile note, including the failed unit-level diagnostic it replaced.
  • Homepage benchmark block renders the matched chart from the result JSON with protocol qualifications and keeps vendor-published protocols separate; README and benchmarks index updated with the same conservative framing.
  • Registers benchmark:framework-pilot-result in costs.json; the new publication test pins the 180-cell matrix, per-arm dispositions, paired comparisons, caps and the aggregates-only rule.

Test plan

  • bun test tests/memory-benchmark-framework-pilot-publication.test.ts — 3 pass
  • bun test site/tests/home.test.tsx — 8 pass
  • bun run check:cost-surfaces — 38 surfaces pass
  • bun run typecheck (root) and bun run typecheck (site) — clean
  • bun run test:benchmarks — 1775 pass; 7 environmental failures identical on an unrelated checkout (5 process-custody kills in memory-benchmark-claude-subscription, 2 load timeouts in memory-benchmark-evolution-v9); none touch this diff
  • CI check on the governed head

🤖 Generated with Claude Code

…ngMemEval-S

The first three-arm matched comparison closed all 60 planned LongMemEval-S
questions per arm: Supermemory 75.00%, Oh default retrieval 71.67% and BM25
68.33% conservative success with every cell kept in the denominator. The
paired Oh-Supermemory difference of -3.33 points sits inside a 95%
within-type bootstrap interval of -13.33 to +6.67, so the honest public
result is parity-grade evidence, not a superiority claim.

Adds the aggregate-only result JSON with freeze/plan/result digests, the
result document with per-type outcomes and full cost accounting, the
adapters addendum recording the executed session-level Supermemory profile
and its earlier unit-level diagnostic, the homepage matched chart with
protocol qualifications, the benchmark:framework-pilot-result cost surface
and publication tests that keep the artifact aggregate-only.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
@vercel

vercel Bot commented Sep 25, 2026 •

Copy link
Copy Markdown

The latest updates on your projects. Learn more about Vercel for GitHub.

Project Deployment Actions Updated
oh-beam-reader-runtime Ready Ready Preview Sep 25, 2026 2:06am UTC
oh-computer Ready Ready Preview Sep 25, 2026 2:06am UTC
oh-vercel-wasm Ready Ready Preview Sep 25, 2026 2:06am UTC

Request Review

The aggregates-only check listed /Users/ as a bare string, which the
public-surface scanner reads as an absolute macOS user path in the test
source itself. Match the established regex-literal idiom instead.

Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>

This branch was successfully deployed

3 active deployments
Preview – oh-vercel-wasm — 5777413d Deployed Sep 25, 2026 by vercel[bot]
Preview – oh-beam-reader-runtime — 5777413d Deployed Sep 25, 2026 by vercel[bot]
Preview – oh-computer — 5777413d Deployed Sep 25, 2026 by vercel[bot]
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

1 participant