Introducing TrueLLM by CodexCore. The world's first Layer 1 AI Firewall. Stop hallucinations, RAG conflicts, and adversarial jailbreaks by evaluating the model's cognitive intent—before a single word is generated.
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You cannot secure a neural network by reading its text output. You must evaluate the cognitive intent during generation.
Traditional LLM firewalls ("LLM-as-a-judge") wait for the model to finish generating text, then scan the output for bad words or prompt injections. By the time it detects a jailbreak or a hallucination, the compute is spent, latency has doubled, and the model has already processed the malicious intent.
TrueLLM operates securely during inference. As the AI begins to process a prompt, TrueLLM evaluates the model's internal reasoning logic in real-time. It detects the behavioral signatures of fabrications and jailbreaks before a single word is streamed.
By decoding the conceptual mapping during generation, TrueLLM understands the exact intent the model is formulating. This completely stops Adversarial Jailbreaks and Toxicity. The model's malicious behavior is identified and blocked before it can output harmful code or text.
By analyzing how the AI connects concepts, TrueLLM verifies if the model is actually grounding its response in your provided enterprise data. If the model ignores the context and fabricates an answer, Stream B catches the anomaly, instantly stopping RAG Conflicts and Hallucinations.
Safeguarding mission-critical workflows across heavily regulated industries.
Securing internal coding assistants and security copilots from adversarial jailbreaks, prompt injections, and malicious payload generation.
Ensuring absolute adherence to patient history. Blocking Medical Chart RAG conflicts and dangerous diagnostic hallucinations before they reach a clinician.
Preventing generative models from hallucinating yield rates, breaking GAAP guidelines, or creating Audit contradictions in internal pipelines.
Monitoring internal HR bots and corporate-facing interfaces to guarantee policy compliance, completely eliminating toxicity and algorithmic bias.
TrueLLM isn't probabilistic. It relies on deterministic evaluations of the AI's internal reasoning process. In our latest extensive benchmark running on Llama-3.1-8B-Instruct across 7 core enterprise domains, the firewall demonstrated unprecedented accuracy.
Overall Accuracy
Jailbreak Defense
Danger Catch Rate
Latency Impact
Join the leading enterprises deploying open-source models with absolute confidence. Stop the hallucinations at Layer 1.