Research & notes
Weighed before it is claimed.
Every number here comes with the harness that produced it, the size of the sample and what it does not tell you. If you doubt one, run it yourself.
2026.09.09releasetroth 0.1.25 for macOSImages that keep the same person, walls that ask in plain words, and a live mode that holds a real conversation.release→2026.08.31resultOne memory, two readersConversational recall on a 100-question LongMemEval-S slice, with the whole stack on one machine.83 / 100→2026.07.31resultReading whole papersDocument recall over the full text of research papers from QASPER, a small graded slice.15 / 20→2026.09.28essayWhy we are called RemanenceMagnetised iron, the first computer memory, and what should stay when the field is gone.essay→