Weak-Model-Provenance-KrishnaG-CEO

Weak Model Provenance: Trust Without Proof

Weak Model Provenance: Trust Without Proof A critical weakness in today’s AI model landscape is the lack of strong provenance mechanisms. While tools like Model Cards and accompanying documentation attempt to offer insight into a model’s architecture, training data, and intended use cases, they fall short of providing cryptographic or verifiable proof of the model’s …

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Agentic-AI-KrishnaG-CEO

AI Agents: The Future of Executive Enablement and Enterprise Intelligence

AI agents are autonomous or semi-autonomous software programmes that perceive their environment, make decisions, and take actions to achieve defined goals. Unlike traditional software, which follows static instructions, AI agents adapt, learn, and optimise over time.