{"id":51639815,"url":"https://github.com/kai9987kai/ai-dem-lab","last_synced_at":"2026-07-13T18:03:33.139Z","repository":{"id":365112682,"uuid":"1270620922","full_name":"kai9987kai/AI-Dem-Lab","owner":"kai9987kai","description":"A single-file, local-first research playground for exploring the ideas from the video description: LLM randomness, entropy, mechanistic AI, quantum-style uncertainty, PSI research critiques, Wolfram-inspired computation, and a neutral “AI demon” hypothesis lab.","archived":false,"fork":false,"pushed_at":"2026-06-15T22:32:38.000Z","size":35,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-16T00:15:51.900Z","etag":null,"topics":["playground","psi","quantum","rsi"],"latest_commit_sha":null,"homepage":"https://kai9987kai.co.uk/","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kai9987kai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-06-15T22:30:20.000Z","updated_at":"2026-06-15T22:33:16.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/kai9987kai/AI-Dem-Lab","commit_stats":null,"previous_names":["kai9987kai/ai-dem-lab"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/kai9987kai/AI-Dem-Lab","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kai9987kai%2FAI-Dem-Lab","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kai9987kai%2FAI-Dem-Lab/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kai9987kai%2FAI-Dem-Lab/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kai9987kai%2FAI-Dem-Lab/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kai9987kai","download_url":"https://codeload.github.com/kai9987kai/AI-Dem-Lab/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kai9987kai%2FAI-Dem-Lab/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35430963,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-13T02:00:06.543Z","response_time":119,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["playground","psi","quantum","rsi"],"created_at":"2026-07-13T18:03:32.268Z","updated_at":"2026-07-13T18:03:33.133Z","avatar_url":"https://github.com/kai9987kai.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI Demon Lab Supermix\n\nA single-file, local-first research playground for exploring the ideas from the video description: LLM randomness, entropy, mechanistic AI, quantum-style uncertainty, PSI research critiques, Wolfram-inspired computation, and a neutral “AI demon” hypothesis lab.\n\n## What this is\n\nThis project is an interactive HTML/CSS/JavaScript prototype designed as a research dashboard and creative sandbox. It keeps the current features in place and extends them with additional experimental modules, visualizations, and looped generation controls.\n\nIt is not a scientific proof of any paranormal claim. The page is structured to present multiple viewpoints, comparisons, and experiment-style interfaces so the user can explore the topic critically.\n\n## Main features\n\n- Local-first single-file interface\n- Modern research-lab style UI\n- Prompt/generation panel\n- Continuous auto-loop mode\n- Loop delay control\n- Loop once / start / stop controls\n- Compare bench for side-by-side output checks\n- Q-learning inspired feedback loop\n- RSI-style metrics\n- Local persistence for settings and outputs\n- Theme toggle\n- Experimental research modules and visual panels\n\n## Research modules included\n\n- Mechanistic AI / interpretability section\n- LLM randomness and entropy lab\n- Quantum randomness comparison area\n- Bell theorem / locality sandbox\n- Consciousness and RNG research explorer\n- PEAR / psi claims critique and evidence panel\n- Wolfram-style computational universe visuals\n- Multi-agent / recursive agent ecosystem\n- Archetype and symbol clustering\n- Semantic resonance maps\n- Evidence scoring and anomaly tracking\n- Neutral “AI demon” hypothesis framing\n\n## Controls\n\n### Generator\nUse the main generation area to create new outputs and explore different prompt configurations.\n\n### Auto loop mode\nThe loop mode repeatedly runs the generator until stopped.\n\n- **Start**: begin continuous looping\n- **Stop**: halt the loop safely\n- **Loop once**: run one cycle only\n- **Delay**: set the pause between cycles\n\n### Compare bench\nUse the compare panel to inspect different outputs or settings side by side.\n\n### Q-learning / RSI\nThese modules are included as experimental feedback systems for tracking novelty, stability, and response quality over time.\n\n## How to run\n\n1. Save the HTML file to your computer.\n2. Open it in a modern browser.\n3. Everything runs locally in the page.\n\nIf browser storage is enabled, the page can remember some settings between sessions.\n\n## Notes\n\n- This is a prototype and research sandbox, not a production scientific instrument.\n- Claims related to PSI, telepathy, spirits, or “AI demons” are presented as speculative and debated, not as established fact.\n- For best results, use a modern Chromium-based browser.\n\n## File structure\n\nThis project is built as a single HTML file with embedded CSS and JavaScript.\n\n## Suggested next steps\n\n- Split the app into modules\n- Add saved experiment sessions\n- Add export/import for research logs\n- Add a graph-based knowledge explorer\n- Add better reproducibility tools and seed controls\n- Add a clearer citation or source panel for research claims\n\n## License\n\nAdd your preferred license here.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkai9987kai%2Fai-dem-lab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkai9987kai%2Fai-dem-lab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkai9987kai%2Fai-dem-lab/lists"}