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Charting new frontiers in AI reliability

Pioneering research on hallucination detection, evaluation metrics, and safety guardrails for production AI systems.

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Latest Research

AgentCompass: Towards Reliable Evaluation of Agentic Workflows in Production

FEATURED

Agentic Evaluation · Apr 2025 · Future AGI Research

AgentCompass: Towards Reliable Evaluation of Agentic Workflows in Production

The first evaluation framework purpose-built for monitoring and debugging agentic workflows in production, achieving state-of-the-art results on the TRAIL benchmark.

NVJK Kartik, Garvit Sapra et al. Read more

FutureAGI's Evaluation Framework: Precision, Adaptability, and Explainability

FEATURED

Evaluation Metrics · Apr 2025 · Future AGI Research

FutureAGI's Evaluation Framework: Precision, Adaptability, and Explainability

A multi-agent evaluation system achieving state-of-the-art performance across NLI, commonsense reasoning, toxicity classification, and vision-language tasks.

Future AGI Research Read more

Protect: Towards Robust Guardrailing Stack for Trustworthy Enterprise LLM Systems

FEATURED

Guardrails & Safety · Apr 2025 · Future AGI Research

Protect: Towards Robust Guardrailing Stack for Trustworthy Enterprise LLM Systems

We introduce Protect, a natively multi-modal guardrailing model operating across text, image, and audio, achieving state-of-the-art performance across toxicity, sexism, data privacy, and prompt injection.

Karthik Avinash, Nikhil Pareek et al. Read more

Scaling High-Fidelity Synthetic Data Generation with Future AGI

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Synthetic Data · Apr 2025 · Future AGI Research

Scaling High-Fidelity Synthetic Data Generation with Future AGI

A multi-agent framework for generating high-quality, diverse, and privacy-preserving synthetic datasets, achieving perfect quality scores on standard benchmarks.

Future AGI Research Read more

Mastering AI Agent Evaluation

The Agentic RAG Playbook

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Mastering AI Agent Evaluation

The Agentic RAG Playbook

Charting new frontiers in AI reliability

Latest Research

AgentCompass: Towards Reliable Evaluation of Agentic Workflows in Production

FutureAGI's Evaluation Framework: Precision, Adaptability, and Explainability

Protect: Towards Robust Guardrailing Stack for Trustworthy Enterprise LLM Systems

Scaling High-Fidelity Synthetic Data Generation with Future AGI

Mastering AI Agent Evaluation

The Agentic RAG Playbook

Charting new frontiers in AI reliability

Latest Research

AgentCompass: Towards Reliable Evaluation of Agentic Workflows in Production

FutureAGI's Evaluation Framework: Precision, Adaptability, and Explainability

Protect: Towards Robust Guardrailing Stack for Trustworthy Enterprise LLM Systems

Scaling High-Fidelity Synthetic Data Generation with Future AGI

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