Fluency Is Not Authority: Building Local AI Characters for Signal Drift
LOCAL INFERENCE · NARRATIVE SYSTEMS · POSTMORTEMFluency IsNot AuthorityI shipped a 940 MiB, 1.5-billion-parameter language model inside a cross-platform indie game. Canonical game state remains authored.One of the easiest ways to break a narrative game is to let a convincing sentence become true.The scene I kept returning to while building Signal Drift was simple. The player breaks into a fictional host, finds a log that contradicts the client's briefing, and confronts that client in IRC.
- ▪LOCAL INFERENCE · NARRATIVE SYSTEMS · POSTMORTEMFluency IsNot AuthorityI shipped a 940 MiB, 1.5-billion-parameter language model inside a cross-platform indie game.
- ▪Canonical game state remains authored.One of the easiest ways to break a narrative game is to let a convincing sentence become true.The scene I kept returning to while building Signal Drift was simple.
- ▪The player breaks into a fictional host, finds a log that contradicts the client's briefing, and confronts that client in IRC.
2 outlets in our directory ran this story. All of the coverage we found sits in one bucket: centre. That one-sidedness is itself worth noticing.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,002 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
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Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Signaldrift |
| Canonical URL | https://engineering.signaldrift.net |
| Publication time | Fri, 31 Jul 2026 04:54:39 +0000 |
| Retrieval time | 2026-07-31T05:07:40.926Z |
| Last seen | 2026-07-31T05:07:40.926Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | wLubQCGq6yNP · 2 stories |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
LOCAL INFERENCE · NARRATIVE SYSTEMS · POSTMORTEMFluency IsNot AuthorityI shipped a 940 MiB, 1.5-billion-parameter language model inside a cross-platform indie game. Generating dialogue was the easy part. The difficult part was making sure a fluent character could never rewrite the game simply by sounding certain.Written byJohn SicilianoPublishedJuly 30, 2026Reading time12 minutes1.54Bbase parameters940 MiBshipping GGUFQ4_K_Mquantization2,073contract fixturesTRACE01Why it fit the game02The model I shipped03The authority boundary04Designed memory05Runtime and fallbacks06What broke07Testing contracts08Five lessonsAll inference for Signal Ghost runs on the player's device.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Signaldrift.
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