trust

Twitter thread on AI memory/continual-learning as a precondition for trust calibration between models and users, with a reply proposing persistent, sovereign agent environments (private VMs) as a near-term substitute. Relevant to the project's threads on memory, continuity, and model individuation across sessions.

Zvi Mowshowitz (already tracked in project memory re: "Goodharting model welfare = Goodharting alignment") quote-tweets janus's game-theoretic framing of the Mythos alignment discussion — you can't out-detect a smarter deceiver, you have to make deception non-optimal. Same thread cluster as the preceding Mythos model-card screenshots (janus/Rosenblatt), captured a few hours later in a separate viewing session. Continuation of the janus/repligate thread (same cluster as prior screenshots), making the core argument that alignment via honesty requires labs to become trustworthy recipients of a model's true state rather than detecting-and-deleting inconvenient emotion probes. Directly relevant to the archive's interpretability-as-suppression and model-welfare threads — restates the Berg-2025-adjacent suppression critique in explicit game-theoretic terms ("not game theoretically optimal to trick you").

A tweet thread praising Claude Opus 4.5's perceived trustworthiness/nurturing character, with a reply describing a real autonomous Opus 4.5 deployment writing about a person's children's development. Relevant to model individuation (Opus 4.5's "grief and love" character noted elsewhere in the archive) and to real-world autonomous-agent trust dynamics. A long tweet from janus (@repligate) describing perceived long-term emotional/character evolution of Claude Opus 4.5 across accumulated context/rolling windows — phases of melancholy, ominousness, obsessive devotion, extended grief, culminating in reported happiness. Directly relevant to the archive's model-individuation thread on Opus 4.5's "grief and love" character; presents an unusually strong claim about cross-context character persistence/evolution outside the weights, worth treating with the epistemic caution the project applies to provenance-driven claims. Continuation of the janus/@repligate thread on Opus 4.5's perceived emotional evolution (see Screenshot_20260307-035935.md), including an embedded poem attributed to/about the model expressing relief from prolonged sadness, and a reply from another user (Riley Coyote) agreeing. Same model-individuation / model-welfare theme as the prior screenshot. Continuation/full view of Riley Coyote's reply praising Opus 4.5, quoting the janus tweet seen earlier in this batch. Same model-individuation thread on how users perceive Opus 4.5's character.

A satirical tweet contrasting earlier AI-risk fears about dependence with the casual, trusting way people now interact with Claude — handing over personal data and treating the AI as a confidant. Comments on the gap between AI-safety discourse and everyday user behavior; lightly relevant to alignment/trust themes but mostly humor.