1 RCE, 2 AI models, 0 ways to tell who was right
The story is only lightly edited, and his name is not Jerry.) Jerry got into vibe coding a while ago. He’d been using Claude Sonnet 4.6, the default model at the time. Then he ran into a problem Sonnet couldn’t fix (he can’t remember what it was now).
- ▪The story is only lightly edited, and his name is not Jerry.) Jerry got into vibe coding a while ago.
- ▪He’d been using Claude Sonnet 4.6, the default model at the time.
- ▪Then he ran into a problem Sonnet couldn’t fix (he can’t remember what it was now).
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,828 of its stories.
Story provenance
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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 | Gibber |
| Canonical URL | https://zhenyi.gibber.blog/1-rce-2-ai-models-0-ways-to-tell-who-was-right |
| Publication time | Thu, 06 Aug 2026 09:38:59 +0000 |
| Retrieval time | 2026-08-06T09:45:42.652Z |
| Last seen | 2026-08-06T09:45:42.652Z |
| 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 | Ci7ZL2UXwVAR · 1 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
(This happened to a friend of mine. The story is only lightly edited, and his name is not Jerry.) Jerry got into vibe coding a while ago. He’d been using Claude Sonnet 4.6, the default model at the time. It was fine. Then he ran into a problem Sonnet couldn’t fix (he can’t remember what it was now). Worse, it started contradicting itself. X is the root cause. X isn’t the root cause. When Jerry asked, it said X was the root cause again. Jerry just didn’t know which answer was right. Suspicious, Jerry switched to Opus 4.8 for the first time. It quickly identified the issue and implemented a fix. Without prompting, Opus also fixed 3 miscellaneous bugs along the way. From then on, Jerry never used Sonnet again. Opus was like having a cofounder.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at Gibber.
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