MnemosyneC: The AI that remembers on Dr. Mnemosynec REMEMBERS for your AI

Check My Math: I think I broke the Sound Barrier.

Fri, 18 Sep 2026 00:00:00 +0000

Every number on this site, recomputed from the raw receipts. Check them. 4.38 ms against 35.71 s; $99.30 against $4,433.46; 300 of 300 recalled.

By Grabthar's Hammer: WHAT a SAVINGS.

Fri, 18 Sep 2026 00:00:00 +0000

Three numbers, recomputed and checked: 99.99% faster, 97.8% cheaper vs Anthropic, 100% accurate on cards with the caveat. Share your savings and earn Marks.

Name the Empress: STOP the NOTHING.

Fri, 18 Sep 2026 00:00:00 +0000

By STARTING something. Your Project. A Business from our free Cold Start Plans. A Meal to Share. Be a Bastion, in a Time of Storms: NAME YOUR IDEA.

EMPLOY THE WORLD.

Fri, 18 Sep 2026 00:00:00 +0000

Need a job? Me too. Let's give each other one. And our neighbors. We need so much work done that no company could hire for it.

EARN RESEARCH MARKS

Fri, 18 Sep 2026 00:00:00 +0000

For the last 29 of our first 300. Contracts only. Finished product. In time frame and to spec. This is a Bounty Poster.

We Need What You're Good At

Fri, 18 Sep 2026 00:00:00 +0000

What ARE you good at? We don't know yet. You don't know yet either. Let's start finding out.

You Have a Play, I Have a Stage

Fri, 18 Sep 2026 00:00:00 +0000

You haven't rehearsed yet? That's fine. Start rehearsing today. One line at a time.

Doing Something Is What It Takes to Start

Fri, 18 Sep 2026 00:00:00 +0000

You haven't started yet. That's the only thing standing between you and Level 1. Do something.

In Progress: Tasks

Sun, 20 Sep 2026 00:00:00 +0000

We are hiring for Marks. Contracts only. Finished product. In time frame and to spec. This is a Bounty Poster.

YOU CAN DO BETTER.

Fri, 18 Sep 2026 00:00:00 +0000

This is a crude and unpolished first attempt. Anyone can be the expert. Contracts only. Finished product. In time frame and to spec. This is a Bounty Poster.

REBRAND US.

Fri, 18 Sep 2026 00:00:00 +0000

We built it. You make it look like it matters. Contracts only. Finished product. In time frame and to spec. This is a Bounty Poster.

The first 300 MMLU-Pro questions, 300 of 300 by code, and the same 300 of 300 on a second machine

Thu, 17 Sep 2026 00:00:00 +0000

Stored Hollerith Cards, run by code with no AI model, picked the keyed answer on 300 of 300 real MMLU-Pro questions, and again on a second machine that never received the answer key: same answers, same sha256, 0 model calls, 0 network attempts. The cards were built for those exact 300 questions and 16 were repaired with the key, so this is exact recall, not blind solving of new questions.

Six flagship AIs on the same first 300 MMLU-Pro questions (paid run)

Thu, 17 Sep 2026 00:00:00 +0000

What six paid frontier models scored on the identical 300 questions, what each vendor billed, and every file fingerprinted with sha256.

Free open models on the first 300, and the sealed prediction for the next 700

Thu, 17 Sep 2026 00:00:00 +0000

Free, locally runnable models on the same 300 questions, plus the hash-stamped sealed prediction for the next 700 MMLU-Pro questions: registered in advance so anyone can check we called it before we ran it.

Hex Connectors reached a 5.32-billion-token store at 50 tokens per answer

Thu, 17 Sep 2026 00:00:00 +0000

The measurement behind the headline: 5.32 billion tokens in reach from 50-token Hex Connectors, the same 50 tokens whether the store holds a thousand files or 660,000. 0 model calls, $0, rebuildable on demand.

Cooperative Endorsement Commercial License (Full Text)

Sun, 27 Sep 2026 00:00:00 +0000

The Cooperative Endorsement Commercial License with Exhibit A (Savings Measurement Protocol) and Exhibit B (Public Sovereign Fund).

License FAQ (plain language)

Sun, 27 Sep 2026 00:00:00 +0000

Plain-language answers about the MnemosyneC license, and what has and has not been measured, with limits. Not part of any license.

Mnemosyne Cooperative Source License 2.0 (Full Text)

Sun, 27 Sep 2026 00:00:00 +0000

The full text of the Mnemosyne Cooperative Source License 2.0 covering MnemosyneC and the Liana Banyan Platform, generated from the single source of truth. Published 2026-09-17.

Substrate Network Terms

Sun, 27 Sep 2026 00:00:00 +0000

The terms for connecting to the Substrate Network.

Mesh Proof: Share a Card to a Peer, On Consent, With a Signed Receipt

Sat, 26 Sep 2026 00:00:00 +0000

One node offers one verified card to one other node. It lands only if the receiver consents, and the receiver signs a receipt the sender checks. Seven runs, two processes, two addresses, every receipt kept.

General Call to (Interlocked) Arms

Mon, 21 Sep 2026 00:00:00 +0000

The standing, open call beside every named Bounty Poster: apply if you see a role you want to be in charge of, or refer someone who would be good at it. First come, first served.

Make A Name For Yourself

Mon, 21 Sep 2026 00:00:00 +0000

How a designer gets into the cooperative's pipeline: place in a Design Contest, no credential required, and get paid for finished work.

Glossary

Fri, 18 Sep 2026 00:00:00 +0000

Plain-English definitions for the unfamiliar words used across this site, one per anchor, so any letter, card, or post can link straight to a term.

Human Reviewer: check a source, earn Marks

Fri, 18 Sep 2026 00:00:00 +0000

Open a card in the Substrate Record, open its source, confirm the quoted words are there and support the answer, then tick or flag it. Earn Marks under contract.

Research Marks: the last 29 of our first 300

Fri, 18 Sep 2026 00:00:00 +0000

24 answer cards with no public source found, 4 with only an on-topic page, and 1 held for a better source, find the citation, document that none exists, or correct us, and earn Marks.

Substrate Record: qid 10060

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10060, physics.

Substrate Record: qid 10094

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10094, physics.

Substrate Record: qid 101

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 101, business.

Substrate Record: qid 10165

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10165, physics.

Substrate Record: qid 10238

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10238, physics.

Substrate Record: qid 10239

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10239, physics.

Substrate Record: qid 10253

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10253, physics.

Substrate Record: qid 10268

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10268, physics.

Substrate Record: qid 1028

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1028, law.

Substrate Record: qid 1029

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1029, law.

Substrate Record: qid 10337

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10337, physics.

Substrate Record: qid 10372

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10372, computer science.

Substrate Record: qid 10446

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10446, computer science.

Substrate Record: qid 10463

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10463, computer science.

Substrate Record: qid 10586

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10586, computer science.

Substrate Record: qid 10589

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10589, computer science.

Substrate Record: qid 10610

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10610, computer science.

Substrate Record: qid 1066

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1066, law.

Substrate Record: qid 10688

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10688, computer science.

Substrate Record: qid 1077

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1077, law.

Substrate Record: qid 1080

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1080, law.

Substrate Record: qid 10830

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10830, philosophy.

Substrate Record: qid 10879

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10879, philosophy.

Substrate Record: qid 1092

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1092, law.

Substrate Record: qid 10962

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 10962, philosophy.

Substrate Record: qid 11056

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11056, philosophy.

Substrate Record: qid 1108

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1108, law.

Substrate Record: qid 11093

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11093, philosophy.

Substrate Record: qid 11122

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11122, philosophy.

Substrate Record: qid 11210

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11210, philosophy.

Substrate Record: qid 11212

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11212, philosophy.

Substrate Record: qid 11252

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11252, philosophy.

Substrate Record: qid 113

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 113, business.

Substrate Record: qid 11369

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11369, engineering.

Substrate Record: qid 11449

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11449, engineering.

Substrate Record: qid 11458

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11458, engineering.

Substrate Record: qid 11490

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11490, engineering.

Substrate Record: qid 1156

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1156, law.

Substrate Record: qid 1162

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1162, law.

Substrate Record: qid 11773

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11773, engineering.

Substrate Record: qid 11794

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11794, engineering.

Substrate Record: qid 1181

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1181, law.

Substrate Record: qid 11846

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11846, engineering.

Substrate Record: qid 11863

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11863, engineering.

Substrate Record: qid 11911

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11911, engineering.

Substrate Record: qid 11926

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 11926, engineering.

Substrate Record: qid 12000

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 12000, engineering.

Substrate Record: qid 12136

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 12136, engineering.

Substrate Record: qid 12179

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 12179, engineering.

Substrate Record: qid 12194

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 12194, engineering.

Substrate Record: qid 12199

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 12199, engineering.

Substrate Record: qid 12205

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 12205, engineering.

Substrate Record: qid 1238

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1238, law.

Substrate Record: qid 1268

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1268, law.

Substrate Record: qid 127

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 127, business.

Substrate Record: qid 1276

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1276, law.

Substrate Record: qid 1283

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1283, law.

Substrate Record: qid 1295

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1295, law.

Substrate Record: qid 1298

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1298, law.

Substrate Record: qid 1300

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1300, law.

Substrate Record: qid 1303

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1303, law.

Substrate Record: qid 1310

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1310, law.

Substrate Record: qid 133

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 133, business.

Substrate Record: qid 1333

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1333, law.

Substrate Record: qid 1342

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1342, law.

Substrate Record: qid 1360

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1360, law.

Substrate Record: qid 1387

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1387, law.

Substrate Record: qid 1396

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1396, law.

Substrate Record: qid 1398

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1398, law.

Substrate Record: qid 1399

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1399, law.

Substrate Record: qid 1418

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1418, law.

Substrate Record: qid 1427

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1427, law.

Substrate Record: qid 1446

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1446, law.

Substrate Record: qid 1448

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1448, law.

Substrate Record: qid 1455

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1455, law.

Substrate Record: qid 1480

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1480, law.

Substrate Record: qid 1489

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1489, law.

Substrate Record: qid 1492

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1492, law.

Substrate Record: qid 1498

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1498, law.

Substrate Record: qid 1504

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1504, law.

Substrate Record: qid 1508

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1508, law.

Substrate Record: qid 1521

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1521, law.

Substrate Record: qid 1523

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1523, law.

Substrate Record: qid 1525

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1525, law.

Substrate Record: qid 1535

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1535, law.

Substrate Record: qid 1572

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1572, law.

Substrate Record: qid 1590

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1590, law.

Substrate Record: qid 1594

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1594, law.

Substrate Record: qid 1595

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1595, law.

Substrate Record: qid 160

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 160, business.

Substrate Record: qid 1620

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1620, law.

Substrate Record: qid 1637

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1637, law.

Substrate Record: qid 1639

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1639, law.

Substrate Record: qid 1643

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1643, law.

Substrate Record: qid 1644

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1644, law.

Substrate Record: qid 1645

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1645, law.

Substrate Record: qid 1650

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1650, law.

Substrate Record: qid 1673

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1673, law.

Substrate Record: qid 1679

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1679, law.

Substrate Record: qid 1722

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1722, law.

Substrate Record: qid 1725

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1725, law.

Substrate Record: qid 175

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 175, business.

Substrate Record: qid 1756

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1756, law.

Substrate Record: qid 1773

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1773, law.

Substrate Record: qid 1776

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1776, law.

Substrate Record: qid 1814

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1814, law.

Substrate Record: qid 1816

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1816, law.

Substrate Record: qid 1819

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1819, law.

Substrate Record: qid 1842

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1842, law.

Substrate Record: qid 1848

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1848, law.

Substrate Record: qid 188

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 188, business.

Substrate Record: qid 1883

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1883, law.

Substrate Record: qid 1893

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1893, law.

Substrate Record: qid 1899

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1899, law.

Substrate Record: qid 1945

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1945, law.

Substrate Record: qid 1960

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 1960, law.

Substrate Record: qid 199

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 199, business.

Substrate Record: qid 2042

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2042, psychology.

Substrate Record: qid 209

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 209, business.

Substrate Record: qid 2107

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2107, psychology.

Substrate Record: qid 2170

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2170, psychology.

Substrate Record: qid 2277

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2277, psychology.

Substrate Record: qid 2336

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2336, psychology.

Substrate Record: qid 2430

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2430, psychology.

Substrate Record: qid 2459

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2459, psychology.

Substrate Record: qid 2470

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2470, psychology.

Substrate Record: qid 2482

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2482, psychology.

Substrate Record: qid 254

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 254, business.

Substrate Record: qid 256

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 256, business.

Substrate Record: qid 2574

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2574, psychology.

Substrate Record: qid 2630

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2630, psychology.

Substrate Record: qid 2693

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2693, psychology.

Substrate Record: qid 2698

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2698, psychology.

Substrate Record: qid 271

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 271, business.

Substrate Record: qid 291

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 291, business.

Substrate Record: qid 2973

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2973, biology.

Substrate Record: qid 2992

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 2992, biology.

Substrate Record: qid 3021

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3021, biology.

Substrate Record: qid 3023

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3023, biology.

Substrate Record: qid 3077

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3077, biology.

Substrate Record: qid 3096

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3096, biology.

Substrate Record: qid 3190

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3190, biology.

Substrate Record: qid 3208

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3208, biology.

Substrate Record: qid 322

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 322, business.

Substrate Record: qid 3356

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3356, biology.

Substrate Record: qid 339

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 339, business.

Substrate Record: qid 340

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 340, business.

Substrate Record: qid 3410

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3410, biology.

Substrate Record: qid 3422

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3422, biology.

Substrate Record: qid 3425

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3425, biology.

Substrate Record: qid 3596

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3596, chemistry.

Substrate Record: qid 3648

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3648, chemistry.

Substrate Record: qid 3659

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3659, chemistry.

Substrate Record: qid 366

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 366, business.

Substrate Record: qid 3674

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3674, chemistry.

Substrate Record: qid 378

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 378, business.

Substrate Record: qid 3797

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3797, chemistry.

Substrate Record: qid 382

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 382, business.

Substrate Record: qid 384

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 384, business.

Substrate Record: qid 385

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 385, business.

Substrate Record: qid 3936

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3936, chemistry.

Substrate Record: qid 394

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 394, business.

Substrate Record: qid 3986

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 3986, chemistry.

Substrate Record: qid 4021

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4021, chemistry.

Substrate Record: qid 4045

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4045, chemistry.

Substrate Record: qid 419

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 419, business.

Substrate Record: qid 423

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 423, business.

Substrate Record: qid 4279

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4279, chemistry.

Substrate Record: qid 4304

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4304, chemistry.

Substrate Record: qid 4334

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4334, chemistry.

Substrate Record: qid 437

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 437, business.

Substrate Record: qid 4471

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4471, chemistry.

Substrate Record: qid 4514

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4514, chemistry.

Substrate Record: qid 4553

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4553, chemistry.

Substrate Record: qid 456

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 456, business.

Substrate Record: qid 4561

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4561, chemistry.

Substrate Record: qid 4605

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4605, chemistry.

Substrate Record: qid 4607

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4607, chemistry.

Substrate Record: qid 4687

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4687, history.

Substrate Record: qid 4743

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4743, history.

Substrate Record: qid 4761

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4761, history.

Substrate Record: qid 484

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 484, business.

Substrate Record: qid 4840

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4840, history.

Substrate Record: qid 486

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 486, business.

Substrate Record: qid 4881

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 4881, history.

Substrate Record: qid 5038

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5038, history.

Substrate Record: qid 505

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 505, business.

Substrate Record: qid 5054

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5054, history.

Substrate Record: qid 5090

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5090, other.

Substrate Record: qid 5277

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5277, other.

Substrate Record: qid 529

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 529, business.

Substrate Record: qid 5298

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5298, other.

Substrate Record: qid 5347

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5347, other.

Substrate Record: qid 5419

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5419, other.

Substrate Record: qid 5424

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5424, other.

Substrate Record: qid 549

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 549, business.

Substrate Record: qid 5538

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5538, other.

Substrate Record: qid 555

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 555, business.

Substrate Record: qid 562

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 562, business.

Substrate Record: qid 5653

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5653, other.

Substrate Record: qid 5747

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5747, other.

Substrate Record: qid 5812

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5812, other.

Substrate Record: qid 5826

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5826, other.

Substrate Record: qid 584

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 584, business.

Substrate Record: qid 5869

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5869, other.

Substrate Record: qid 5871

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5871, other.

Substrate Record: qid 588

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 588, business.

Substrate Record: qid 593

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 593, business.

Substrate Record: qid 5950

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5950, other.

Substrate Record: qid 5976

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 5976, other.

Substrate Record: qid 611

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 611, business.

Substrate Record: qid 6112

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6112, health.

Substrate Record: qid 6168

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6168, health.

Substrate Record: qid 6221

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6221, health.

Substrate Record: qid 6262

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6262, health.

Substrate Record: qid 628

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 628, business.

Substrate Record: qid 6280

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6280, health.

Substrate Record: qid 6370

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6370, health.

Substrate Record: qid 638

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 638, business.

Substrate Record: qid 6440

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6440, health.

Substrate Record: qid 6458

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6458, health.

Substrate Record: qid 646

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 646, business.

Substrate Record: qid 647

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 647, business.

Substrate Record: qid 649

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 649, business.

Substrate Record: qid 6583

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6583, health.

Substrate Record: qid 6612

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6612, health.

Substrate Record: qid 665

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 665, business.

Substrate Record: qid 666

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 666, business.

Substrate Record: qid 6698

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6698, health.

Substrate Record: qid 6729

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6729, health.

Substrate Record: qid 6743

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6743, health.

Substrate Record: qid 679

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 679, business.

Substrate Record: qid 6796

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6796, health.

Substrate Record: qid 6896

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6896, economics.

Substrate Record: qid 696

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 696, business.

Substrate Record: qid 6969

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 6969, economics.

Substrate Record: qid 70

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 70, business.

Substrate Record: qid 7003

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7003, economics.

Substrate Record: qid 7011

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7011, economics.

Substrate Record: qid 7063

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7063, economics.

Substrate Record: qid 712

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 712, business.

Substrate Record: qid 7193

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7193, economics.

Substrate Record: qid 7210

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7210, economics.

Substrate Record: qid 726

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 726, business.

Substrate Record: qid 7322

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7322, economics.

Substrate Record: qid 7348

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7348, economics.

Substrate Record: qid 742

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 742, business.

Substrate Record: qid 7445

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7445, economics.

Substrate Record: qid 7486

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7486, economics.

Substrate Record: qid 7494

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7494, economics.

Substrate Record: qid 75

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 75, business.

Substrate Record: qid 7586

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7586, economics.

Substrate Record: qid 7653

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7653, economics.

Substrate Record: qid 7661

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7661, economics.

Substrate Record: qid 788

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 788, business.

Substrate Record: qid 798

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 798, business.

Substrate Record: qid 7993

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 7993, math.

Substrate Record: qid 8009

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8009, math.

Substrate Record: qid 8010

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8010, math.

Substrate Record: qid 8046

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8046, math.

Substrate Record: qid 8052

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8052, math.

Substrate Record: qid 8128

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8128, math.

Substrate Record: qid 8163

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8163, math.

Substrate Record: qid 8164

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8164, math.

Substrate Record: qid 8248

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8248, math.

Substrate Record: qid 826

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 826, business.

Substrate Record: qid 8271

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8271, math.

Substrate Record: qid 837

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 837, business.

Substrate Record: qid 839

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 839, business.

Substrate Record: qid 8423

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8423, math.

Substrate Record: qid 8442

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8442, math.

Substrate Record: qid 8452

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8452, math.

Substrate Record: qid 8531

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8531, math.

Substrate Record: qid 860

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 860, business.

Substrate Record: qid 8602

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8602, math.

Substrate Record: qid 8611

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8611, math.

Substrate Record: qid 8626

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8626, math.

Substrate Record: qid 8636

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8636, math.

Substrate Record: qid 864

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 864, business.

Substrate Record: qid 8715

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8715, math.

Substrate Record: qid 8728

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8728, math.

Substrate Record: qid 8845

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8845, math.

Substrate Record: qid 8908

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 8908, math.

Substrate Record: qid 90

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 90, business.

Substrate Record: qid 9075

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9075, physics.

Substrate Record: qid 9228

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9228, physics.

Substrate Record: qid 9276

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9276, physics.

Substrate Record: qid 930

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 930, law.

Substrate Record: qid 9313

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9313, physics.

Substrate Record: qid 9429

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9429, physics.

Substrate Record: qid 9451

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9451, physics.

Substrate Record: qid 9479

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9479, physics.

Substrate Record: qid 9548

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9548, physics.

Substrate Record: qid 9577

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9577, physics.

Substrate Record: qid 9642

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9642, physics.

Substrate Record: qid 982

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 982, law.

Substrate Record: qid 9832

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9832, physics.

Substrate Record: qid 991

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 991, law.

Substrate Record: qid 9919

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9919, physics.

Substrate Record: qid 9962

Fri, 18 Sep 2026 00:00:00 +0000

The provenance chain for MMLU-Pro qid 9962, physics.

MMLU-Pro 97.1%: Canonical Plow Receipt (BP083)

Mon, 15 Jun 2026 00:00:00 +0000

68 of 70 MMLU-Pro questions answered with new verified facts. 14/14 domains GREEN. Consumer hardware. No paid keys. Ollama + gemma4:12b.

Proofs & Receipts — MnemosyneC

Mon, 15 Jun 2026 00:00:00 +0000

68/70 MMLU-Pro. 97.1%. Hash-verified. Reproducible. Truth-Always: we measured 68/70, not 70/70. The 2 Andon quarantines are the cooperative quality gate working correctly.

Benchmark R10: Coming Soon (BP065)

Sat, 13 Jun 2026 00:00:00 +0000

Founder is curating screenshots for this proof. Check back soon.

Storm Test: Full Audit Trail (BP071)

Sat, 13 Jun 2026 00:00:00 +0000

Three failures at once. Nothing lost. Here are all 57 receipts.

Bounty Posters: Liana Banyan Cooperative

Mon, 01 Jan 0001 00:00:00 +0000

Seven open calls for builders, namers, city organizers, researchers, and anyone who wants to be in charge of something. Your work in the IP Ledger. When it earns, you earn.

Companies Joining In

Mon, 01 Jan 0001 00:00:00 +0000

Every live member business, listed transparently. No ads. No sponsored placement.

Empress Campaign: Influence Leaderboard

Mon, 01 Jan 0001 00:00:00 +0000

Track influencer referrals and conversions for the Empress Naming Campaign.

Let's Make Dinner -- The Kitchen Table

Mon, 01 Jan 0001 00:00:00 +0000

Totally free. No ads. No strings. Browse real recipes, plan your week, and share if you want -- your photos never leave your machine.

MnemosyneC Hybrid Preview

Mon, 01 Jan 0001 00:00:00 +0000

Name the Empress

Mon, 01 Jan 0001 00:00:00 +0000

Name the Empress. Stop the Nothing. Be a Bastion, in a Time of Storms.

Prove It Here

Mon, 01 Jan 0001 00:00:00 +0000

Run both MnemosyneC proofs, 999 cards total, right in your browser. No download, no account. Each proof's answers hash is computed live in your own tab and checked against its own published hash.

Publish a Question

Mon, 01 Jan 0001 00:00:00 +0000

Signed-in members publish a question with its answer card under a persona. The card's address is its own content, so anyone can check it, and it replays with 0 model calls.

Questions Somebody Else Asked

Mon, 01 Jan 0001 00:00:00 +0000

Questions members asked their own AI once and published with the answer and its sources, under a persona. Open any of them and your browser checks the card's address against its own words. 0 model calls.

Read One Card

Mon, 01 Jan 0001 00:00:00 +0000

Enter any of the 999 proof card numbers, or the address of a question somebody published, or drop a card file. This page checks the card in your own browser before showing it, with where every fact came from. No download, no account, no model call.

Scavenger Hunt

Mon, 01 Jan 0001 00:00:00 +0000

Give an address, get back the exact card. Your browser loads the 999 published cards, checks each against its published hash, and hunts for needles by address. No download, no account, no AI model.

Sealed Prediction · Hash Line · 2026-09-16

Mon, 01 Jan 0001 00:00:00 +0000

Sealed Prediction · Hash Line · 2026-09-16

This page publishes only the hash of a prediction, not the prediction itself. The prediction was written and hashed before the test it predicts. The full prediction document will be published later, after filing. When it is, anyone can confirm it is the same document that was sealed here.

═══════════════════════════════════════════

§1: The Hash Line

SHA-256 4551cb9a377385b15c867f419cb20a0a88691da301cb580a7476458321694c1d, hashed 2026-09-16T20:39:38Z UTC: sealed prediction for the remaining MnemosyneC first-300 open-model run and the next 700 MMLU-Pro items.

Algorithm: SHA-256
Hash: 4551cb9a377385b15c867f419cb20a0a88691da301cb580a7476458321694c1d
Hashed at (UTC): 2026-09-16T20:39:38Z

§2: How to Verify (once the full prediction is published)

Download the full prediction file exactly as published, without opening and re-saving it, then hash it:

The Court

Mon, 01 Jan 0001 00:00:00 +0000

The Empress MnemosyneC needs a new name. Name the Empress. Stop the Nothing. Be a Bastion, in a Time of Storms.