Single-shot test against real Andy inbound + CONTEXT.md slice.
Findings: gemma4 handles state bookkeeping well (correctly diffs
Pending, honors hard rules like rejected-analogy avoidance, uses
agreed vocabulary). Fails on precision: hallucinated message ID,
invented Figure 1 axes it had no access to, drifted off voice
register without few-shot examples.
Verdict: viable for low-stakes social correspondence + first-pass
triage; disqualified from high-stakes drafting where exact IDs
or artifact references must round-trip. Hybrid pattern proposed
(gemma4 for bookkeeping, Claude for drafting).
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Mortdecai
3ceed5ce2a