Show HN: Alfa) Killing AI hallucinations with resonance
⚠️ ALPHA VERSION (v0.1.0-alpha) This code predicts the exact time and price of a future price point, and can also construct a curve of future prices. It can be used to decipher any process that has a graph—for example, a graph of mutual understanding between artificial intelligence and a human. Notably, DeepSeek’s computing power is not used for the prediction; the data is processed on an ordinary computer.
- ▪⚠️ ALPHA VERSION (v0.1.0-alpha) This code predicts the exact time and price of a future price point, and can also construct a curve of future prices.
- ▪It can be used to decipher any process that has a graph—for example, a graph of mutual understanding between artificial intelligence and a human.
- ▪Notably, DeepSeek’s computing power is not used for the prediction; the data is processed on an ordinary computer.
Hacker News (AI / LLM) files mainly under ai. We currently carry 3,278 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 | GitHub |
| Canonical URL | https://github.com/ConsciousGroupMind/SKYNET-800---Collective-Intelligence-Forecasting-System |
| Publication time | Sun, 02 Aug 2026 21:51:09 +0000 |
| Retrieval time | 2026-08-02T21:55:41.725Z |
| Last seen | 2026-08-02T21:55:41.725Z |
| 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 | dgHanof3aPKR · 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
⚠️ ALPHA VERSION (v0.1.0-alpha) This code predicts the exact time and price of a future price point, and can also construct a curve of future prices. It can be used to decipher any process that has a graph—for example, a graph of mutual understanding between artificial intelligence and a human. Notably, DeepSeek’s computing power is not used for the prediction; the data is processed on an ordinary computer. The system fully replicates Nikola Tesla’s resonator in the form of code. If we represent the operation of the Random Number Generator (RNG) as a time-series graph, the system can be applied to decrypt the bitcoin seed-phrase.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at GitHub.