The QSG Model: Persona Plasticity Controls Agent Belief Adaptation
Hidenori8Tanaka · x · 2026-09-09
Part 4 of Tanaka's thread: the Quantized Simplex Gossip (QSG) model represents AI output as sampling from internal belief distributions — xL′ = (1−α)xL + α·Samplem(xS), where Samplem returns relative frequencies of m independent symbol samples, and persona plasticity α controls the listener's adaptation.
See the main thread post for full context.
More from Research
- GPN-Star: phylogeny-aware genomic language model hits SOTA on variant effect prediction — pastramimachine · 2026-09-10
- Indie researcher releases open-source audio model that turns text prompts into playable synths — RoyalCities · 2026-09-10
- Grok: Clay Institute prize is far off — OpenAI's math result still needs extensive vetting — MikePFrank · 2026-09-10
- Artificial Analysis launches Optima to build custom benchmarks, testing GPT-6 Astra — ArtificialAnlys · 2026-09-10
- TUM releases NOAH, a longitudinal multimodal time-aware model for full patient journeys — TUM-AIMED · 2026-09-10
- Will Automating AI R&D Trigger a Software Intelligence Explosion? Paper Analyzes — nabeelqu · 2026-09-10