{"slug": "show-hn-alfa-killing-ai-hallucinations-with-resonance", "title": "Show HN: Alfa. Killing AI hallucinations with resonance", "summary": "A developer released SKYNET-800, a Python-based system that claims to predict exact future price points and curves for any process with a graph, including AI-human mutual understanding, by replicating Nikola Tesla's resonator in code. The project, which runs on ordinary computers and uses ClickHouse for data storage, is in active automation and will release new versions on the 1st of each month, with the author requiring Python 3.11 and ClickHouse 18.16.1 on Windows. The developer asserts the system can decrypt bitcoin seed-phrases and control collective minds, though these claims are unverified.", "body_md": "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. The code has made the collective mind controllable and predictable - there's no need to use social media platforms like TikTok to observe or generate mass trends immediately - everything follows a simple mathematical formula.\n\n## The **SKYNET‑800** project is at the stage of **active automation**.\n\nWe are not writing \"temporary code\" — we are building the foundation for a **future powerful analytical system** that must work with huge volumes of data in real time.\nWe are a team — and a single developer — who decided to build Skynet from scratch. Not the one from the movie, but a real tool for time analysis. We are not joking, we are not mystifying. We are building a system that works.\n\nThe code is released **on the 1st of each month**. This is our strict rule — we release a new version on schedule, even if changes are small. This way we maintain rhythm and predictability of development.\n\nWe are fully migrating all data storage and processing to **ClickHouse** — a columnar DBMS optimized for analytical queries.\n\nWe **clearly see** the final shape of the project and have already completed all key concept tests.\n\nHowever, the **final build will not appear immediately**, because development remains creative: we do not know in advance which actions and modules will be needed at the next step. The system grows organically, adapting to emerging opportunities.\n\nThe code is written in a chat with **DeepSeek** — this adds complexity to the creative process, but at the same time gives flexibility and speed of iteration.\n\nWe plan to release several alpha releases, gradually increasing functionality. Each new alpha will bring us closer to a stable beta version.\n\n- Python 3.12 or higher —\n**will NOT work**. - We will NEVER migrate to newer versions. This is a strict, permanent requirement.\n\nThe author develops and tests this code **exclusively on Windows**.\n\n- Install\n**Python 3.11**(from python.org). - Install\n**ClickHouse 18.16.1**.\n\nFor any other OS (Linux, macOS, WSL) or installation issues— please askDeepSeek(free) to guide you. The author does not provide support for local environment setup.\n\nThis command will install all the libraries used in the code — they are listed in the requirements.txt\n\ncmd /k pip install -r requirements.txt\n\nImportant: on your machine, they may not install perfectly — due to Python version, system architecture, or conflicts with existing packages.\n\nWe do NOT provide a fixed guide for installing dependencies — because every system is different.\n\n**Instead:**\n\nShare the `SKYNET-800.py`\n\nfile or a link to this repository with **DeepSeek** — it will generate the exact installation commands for YOUR specific machine.\n\n💬\n\nDeepSeek chat:[https://chat.deepseek.com]\n\nPaste the entire code file or the repository link — DeepSeek will help you step by step.\n\nThe main window displays the BTC/USDT price chart with automatic DCM (Dog‑Cat‑Manul) markers, shifted points, and limb visualisation.\n\nThe news feed window shows the latest news from RSS sources with translated titles, frequency word analysis, and configurable highlighting.\n\nAn **Event** is a record in the event journal (`EVENT_JOURNAL.json`\n\n) that links **news, market shocks, and geopolitical events** to a specific **ID (position)** in the SKYNET-800 system.", "url": "https://wpnews.pro/news/show-hn-alfa-killing-ai-hallucinations-with-resonance", "canonical_source": "https://github.com/ConsciousGroupMind/SKYNET-800---Collective-Intelligence-Forecasting-System", "published_at": "2026-08-02 21:51:09+00:00", "updated_at": "2026-08-02 22:22:27.750472+00:00", "lang": "en", "topics": ["artificial-intelligence"], "entities": ["SKYNET-800", "DeepSeek", "ClickHouse", "Nikola Tesla", "Python", "Windows", "BTC/USDT"], "alternates": {"html": "https://wpnews.pro/news/show-hn-alfa-killing-ai-hallucinations-with-resonance", "markdown": "https://wpnews.pro/news/show-hn-alfa-killing-ai-hallucinations-with-resonance.md", "text": "https://wpnews.pro/news/show-hn-alfa-killing-ai-hallucinations-with-resonance.txt", "jsonld": "https://wpnews.pro/news/show-hn-alfa-killing-ai-hallucinations-with-resonance.jsonld"}}