{"slug": "research-code-verified-multi-agent-hallucination-elimination-via-destructive", "title": "[Research/Code] Verified Multi-Agent Hallucination Elimination via Destructive Interference (PSAS)", "summary": "A developer has open-sourced the Phase-Shifted Agentic Swarm (PSAS), a multi-agent framework that uses destructive interference to eliminate hallucinated logic branches in LLM pipelines, with validation data for fused quartz acoustic failure thresholds available on Zenodo (DOI: 10.5281/zenodo.21799396). The framework employs three agents—Alpha (strict physics anchor), Beta (lateral topology probe), and Gamma (adversarial filter)—coordinated by an Overarching Awareness Engine to cross-validate and delete flawed logic before execution. PSAS is dual-licensed under AGPLv3 with commercial options.", "body_md": "Hey everyone,\n\nStandard multi-agent LLM pipelines often struggle with unverified logic branches, hallucinated constraints, and a lack of rigorous physical grounding when tackling complex engineering or material science problems.\n\nI’ve open-sourced the **Phase-Shifted Agentic Swarm (PSAS)** framework, a multi-agent cognitive synchronization architecture designed to cross-validate competing perspectives and systematically eliminate logical contradictions before final execution.\n\n**Core Architecture**\n\n* **Agent Alpha (Strict Physics Anchor)**: Relies strictly on known thermodynamic, material science, and mathematical constraints with zero speculation (Temperature: 0.0).\n\n* **Agent Beta (Lateral Topology Probe)**: Explores edge cases, alternative geometric interpretations, and unusual topological mapping (Temperature: 0.8).\n\n* **Agent Gamma (Adversarial Filter)**: Identifies logical fallacies, physical impossibilities, and structural constraint violations (Temperature: 0.4).\n\n* **Overarching Awareness Engine (Interference Engine)**: Evaluates all three frequencies to calculate the Consensus Delta, applies destructive interference to sever and delete flawed logic branches, and outputs the final verified truth state.\n\n**Empirical Validation Dataset**\n\nThe repository includes a parametric verification script validating acoustic failure thresholds and structural limits for Monolithic Fused Quartz (SiO2) using Linear Elastic Fracture Mechanics (LEFM).\n\n* **Technical Specification & Dataset (Zenodo DOI)**: [Phase-Shifted Agentic Swarm (PSAS) Verification Data | Zenodo](https://zenodo.org/records/21799396)\n\nFeedback, testing, and multi-agent integration benchmarks are welcome! Dual-licensed under AGPLv3 with commercial options available.", "url": "https://wpnews.pro/news/research-code-verified-multi-agent-hallucination-elimination-via-destructive", "canonical_source": "https://discuss.huggingface.co/t/research-code-verified-multi-agent-hallucination-elimination-via-destructive-interference-psas/178631#post_1", "published_at": "2026-08-13 11:41:04+00:00", "updated_at": "2026-08-13 11:43:55.672534+00:00", "lang": "en", "topics": ["artificial-intelligence", "ai-agents", "ai-research", "ai-tools"], "entities": ["Phase-Shifted Agentic Swarm (PSAS)", "Zenodo", "Agent Alpha", "Agent Beta", "Agent Gamma", "Overarching Awareness Engine"], "alternates": {"html": "https://wpnews.pro/news/research-code-verified-multi-agent-hallucination-elimination-via-destructive", "markdown": "https://wpnews.pro/news/research-code-verified-multi-agent-hallucination-elimination-via-destructive.md", "text": "https://wpnews.pro/news/research-code-verified-multi-agent-hallucination-elimination-via-destructive.txt", "jsonld": "https://wpnews.pro/news/research-code-verified-multi-agent-hallucination-elimination-via-destructive.jsonld"}}