TrueMemory

TrueMemory is a memory layer for AI systems from Sauron Labs, described as cognitive memory for machines and modeled on neuroscience rather than on vector search. It decides what an agent or device should retain from a continuous stream of experience and what it can discard. The vendor describes four mechanisms. A surprise gate writes only what is unexpected, a salience step strengthens memories that are used and lets others fade, a consolidation pass replays recent history and keeps the signal, and a contradiction step reconciles conflicting information into a single belief. The site states that it remembers about 7.2 percent of what it observes, recalls in about 55 milliseconds, and stores memory in one local file with no cloud dependency. It reports a 93.0 percent score on the LoCoMo long term memory benchmark. Use cases on the site include ambient AI that must filter sensor noise, legal work that tracks changes in testimony across long transcripts, and healthcare where current symptoms are checked against earlier diagnoses. It is aimed at developers and organizations building agents and ambient or longitudinal applications. The site offers install and license actions, and use case enquiries go through a discussion link. The site does not publish prices or plan tiers.