September 21, 2025
The Governed Multi-Expert architecture transforms single large language models into dynamic teams of specialized experts using efficient LoRA modules and real-time governance systems.
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September 17, 2025
A new AI model claims to be 25 times faster than ChatGPT, but experts remain skeptical until third-party testing verifies the results.
September 17, 2025
GPT-5 Codex shows remarkable performance in cybersecurity benchmarks using a pass@12 scoring method, but this approach can lead to unintended side effects like AI hallucinations.
September 17, 2025
How to quickly build and deploy retrieval-augmented generation agents using a managed platform instead of managing infrastructure yourself.
September 17, 2025
Discover how constrained domains like mathematics, code debugging, and logic puzzles enable efficient testing of reasoning architectures without requiring enormous computational resources.
September 17, 2025
Many AI systems struggle with providing accurate answers, but Self-RAG introduces reflection tokens that allow models to verify their own responses and reduce hallucinations.
September 17, 2025
Exploring Self-RAG and other advanced RAG methods that help AI systems self-assess response quality and reduce hallucinations through reflection tokens and real-time validation.
September 13, 2025
As AI agents evolve from simple chatbots to complex problem-solvers, the underlying reinforcement learning systems must adapt to handle long-horizon tasks, tool usage, and real-world interactions. This post explores the challenges and solutions in scaling RL for agentic AI.
September 13, 2025
Retrieval Augmented Generation is not always the optimal solution for knowledge tasks, as naive implementations can introduce latency, compute overhead, and even cause external hallucinations.