
Agents Articles
Expert insights and practical guidance on agents from the #sharp team.
Why AI agents fail without the right data foundationBy The #sharp Team • June 11, 2026
Most agent projects stall or get switched off within months, and the cause is rarely the model. It is the data underneath. Why fragmented, stale, conflicting and undocumented data breaks AI agents — and the foundation to build first.
Your phone's two biggest rivals just teamed up — and transformation teams should be paying attentionBy The #sharp Team • June 9, 2026
On 8 June Apple unveiled the next Apple Intelligence — built in collaboration with Google and its Gemini models. Three strategic decisions every transformation leader is about to face: buy the engine, own the experience, and design privacy in from the start.
The OpenClaw Paradox: Hype in China, Caution in Policy and What It Means for AI GovernanceBy #sharp Security Expert • May 15, 2026
China is not rejecting AI agents, but its OpenClaw guidance treats them as high-risk operational systems. What the policy signal means for agentic AI governance.


