A lightweight framework for fact-checking AI-generated content. 解决由模型幻觉产生重大问题的轻量级框架。
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Jun 14, 2026 - Python
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ai-hallucinations
Here are 18 public repositories matching this topic...
Noetic Geodesic Framework for AI Reasoning
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Apr 3, 2026 - Jupyter Notebook
Prompts that Can Suppress AI Hallucinations 可以抑制AI幻觉的提示词
osint ai-hallucinations mitigating-ai-hallucinations open-source-intelligence-application mitigating-hallucinations professional-research-methods-and-tools
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Jul 18, 2026
Framework structures causes for AI hallucinations and provides countermeasures
ai llm prompt-engineering hallucination-mitigation ai-hallucinations conceptual-frameworks hallucination-prevention
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Dec 17, 2025
Interactive daily quiz to detect and fix AI hallucinations with shareable mission reports
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Apr 15, 2026 - JavaScript
The Open Hallucination Index is an open-source initiative dedicated to enhancing AI safety by providing a robust toolkit for measuring factual consistency and mitigating generation errors in modern Generative AI architectures.
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Jul 5, 2026 - Python
An open-source, community-driven repository documenting real-world AI failures, including hallucinations, logic errors, mathematical inaccuracies, legal misinterpretations, and security vulnerabilities.
benchmarking brainfuck artificial-intelligence whitespace dataset ai-safety malbolge machine-learning-security llm-evaluation ai-hallucinations
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Jul 6, 2026 - Brainfuck
Verify AI-generated code before you commit — 3 seconds, zero config. ⭐ Catch hallucinations in Claude, Copilot, Cursor, ChatGPT code. Open source. Sponsor ❤️
javascript python cli open-source security tree-sitter typescript linting static-analysis ast developer-tools code-review code-quality cursor copilot claude chatgpt ai-code-review hallucination-detection ai-hallucinations
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Jun 24, 2026 - Python
Stop AI Hallucinations & Flag Disinformation. 🛡️ Official Veritier API samples for real-time fact-checking, automated claim extraction, and Truth Firewall integration. Build reliable AI applications and secure your content entry-points with Python, JavaScript, and MCP examples. 🚀
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Jul 15, 2026 - Python
Logic-first diagnostic engines for emotion, clarity, and control.
startup drift emotional-intelligence mental-health logic-engine human-centered-ai ai-tools diagnostic-system therapy-tools ai-hallucinations drift-theory decision-mapping sightstack borisight docusight jobsight careersight missionsight drift-mapping sight-stack
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May 15, 2025
Truth-Grounded ATS Resume Tailoring Assistant. Features dynamic keyword gap analysis, hallucination protection via original-document verification, and automatic LLM failover.
react typescript gemini-api tailwind-css vite groq resume-tailoring ai-hallucinations ats-optimization llm-failover
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Jul 5, 2026 - TypeScript
Rispondere senza sapere: Discursive Strategies of Large Language Models Under Information Scarcity. The Case of Fanciulla di Vagli - Research paper on Large Language Models, information scarcity, hallucinations, source attribution, and discursive strategies. Case study: Fanciulla di Vagli. (Zenodo DOI: 10.5281/zenodo.19812343)
nlp open-science discourse-analysis digital-humanities large-language-models llms generative-ai llm-hallucination ai-hallucinations information-scarcity ai-epistemology
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Jun 14, 2026 - HTML
Experimenting with AI Hallucinations, LLM learning shots
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Mar 4, 2024 - Jupyter Notebook
Claude Code skill that fact-checks social media post drafts and catches AI hallucinations (fabricated stats, laws, sources, quotes) before you publish.
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Jun 15, 2026
Exploring which cat breeds are most frequently misclassified as dogs by CNN models.
cnn pytorch image-classification cats-vs-dogs explainable-ai misclassification oxford-iiit-pets-dataset ai-hallucinations funny-ai cat-breed-analysis
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Jul 9, 2025 - Jupyter Notebook
FlowMap is a Swift code graph and impact analysis tool for understanding and verifying AI-generated code changes.
swift static-analysis dependency-graph ast vscode-extension call-graph code-visualization ai-assisted-coding ai-hallucinations
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May 28, 2026 - JavaScript
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