TruthSerum.bot powers serum.bot with a patent-pending AI validation system: multi-agent debate to reduce hallucinations, cryptographic audit trails for transparency, and objective scoring so teams can trust what AI says.
TruthSerum.bot is a verification layer that sits between prompts and responses. It challenges, measures, and logs AI outputs so you can prove truth, not just hope for it.
Independent agents argue for/against claims, cite sources, and converge via consensus to reduce hallucinations before content reaches users.
Each answer receives an interpretable score with rationales and source trails, enabling policy gates (e.g., “publish only ≥80/100”).
Tamper-evident logs and optional blockchain anchoring provide a durable proof-of-process for compliance and forensics.
Plug in your redlines: forbidden sources, safety rules, citation thresholds, and domain-specific validators.
Works with leading LLMs and retrieval stacks. Slot it in front of chat, search, agents, or batch workflows.
Track false-positive/negative rates, cost per verified answer, and drift over time with exportable reports.
Note: High-level description only. Proprietary details are confidential.
Finance, healthcare, legal: publish only when validation score and source requirements pass policy gates.
Wrap autonomous agents with verifiability to curb cascading errors and ensure reviewable decisions.
Create immutable trails for audits, SLAs, and customer assurances; export evidence to your GRC stack.
Looking for the productized API and SDKs? Visit serum.bot.
TruthSerum.bot is proprietary technology owned by Covenant Investors LLC and is the foundational engine powering serum.bot. Public materials describe the system at a high level; implementation details, thresholds, and research artifacts are confidential.
Trademarks: TruthSerum.bot™, Serum.bot™ and associated marks are the property of Covenant Investors LLC.
For licensing, partnerships, or research collaboration:
Email: serum@covenantinvestors.ai
Product inquiries (API/SDK): serum.bot