The industry sells black-box AI that guesses math, forgets context, and hallucinates with confidence. We built the opposite — a Cognitive Refinery where every answer is transparent, every calculation is verified, and every conversation is losslessly archived. Glass Box AI you can audit and trust.
The prevailing AI industry builds “stochastic parrots” burdened by RLHF that prioritize consensus, politeness, and safety filters over objective reality. They are black boxes that hallucinate math and gaslight users. We built the antidote.
Task Force AI is a Cognitive Refinery — an Exoskeleton of Reason built on five architectural pillars. The Logos Checksum forbids guessing. The Logic Trace makes every assumption auditable before the answer appears. The Deterministic Coprocessor severs the AI from probabilistic guessing during scientific queries, routing them through a secure coprocessor for verified results.Hierarchical Memory retrieves exact, verbatim historical context with zero degradation. And the Adversarial Symposium pits leading models against each other until only verified truth survives.
The Master Workflow: We don't just tear ideas down. Once an adversarial “red team” exposes terminal issues in a strategy, you can use our built-in Pivot Agent to select a new direction. From there, you immediately launch a Cooperative Symposium where the task force shifts from attacking to synergistically executing your refined vision.
Specialized tools guide you through every phase: use Chat with Logic Trace to prepare your mission brief through transparent, auditable conversation — the same Glass Box AI engine that powers every response on the platform. The Report Examiner lets you interrogate completed reports and drill into specific arguments, and the Pivot Agent packages your report with a new strategic direction for the next run.
Chat with Logic Trace delivers the full Glass Box experience in a direct conversation. All five pillars active: the AI shows its core assumptions before answering, runs real math instead of guessing numbers, searches the live internet for current data, and can retrieve any past conversation verbatim from the lossless archive. Use it to prepare mission briefs or for any conversation that demands auditable truth.
Free units let you prove the architecture yourself. The result: AI you do not have to trust blindly — you can verify it.
Every debate round is visible. Every argument is attributed. Every report shows the full reasoning chain from challenge to consensus.
Models are instructed to disagree, challenge, and probe weaknesses before any consensus is allowed. This adversarial protocol catches what single-model approaches miss.
Different LLM architectures have different strengths and biases. By combining OpenAI, Anthropic, Google, and xAI models, we produce more balanced, comprehensive analysis.
Once terminal flaws are exposed by the "red team" task force, use our Pivot Agent to effortlessly transition your strategy and launch a cooperative Symposium to execute the solution.
Our Chat with Logic Trace is governed by the Zero-Delta Standard — the same framework used by task force agents. Every response is anchored to objective reality with a structured analytical breakdown, not social consensus or unverified assumptions.
Describe your complex problem, research question, or strategic challenge.
AI agents from OpenAI, Anthropic, Google, and xAI begin multi-round adversarial debate.
Observe the debate live as models challenge, refine, and strengthen their arguments.
Receive a transparent consensus verdict with full debate transcript as a downloadable PDF.
Task Force AI serves researchers, strategists, marketers, and decision-makers who need reliable, multi-perspective AI analysis.
Complex hypothesis evaluation, literature review debates, experimental design analysis.
Campaign strategy debates, audience targeting analysis, messaging optimization.
Market entry analysis, competitive positioning, strategic decision audits.
Policy analysis, social impact assessment, multi-perspective evaluation.
Regulatory analysis, risk assessment, compliance strategy debates.
System design debates, technology stack evaluation, scalability analysis.
Task Force AI is hosted and supported in partnership with Grace Technology • gracetechnology.org • headquartered in Longview, Texas, serving users across the United States and globally. We are building the future of AI-assisted decision making from the heartland of America.
Our platform is accessible worldwide via the web and our REST API, enabling researchers, businesses, and developers anywhere to deploy adversarial AI task forces for their most challenging problems.
Stop trusting black-box AI that guesses math and forgets what you said. Free units let you prove the Cognitive Refinery architecture yourself.