You can’t predict the future. You can build the fitness to respond to it. #MindCandy is fuel for strategic conversation about what’s next.
Agentic AI security: Governing shadow agents on endpoints
Many agents were never sanctioned by IT or security. They were installed by individual employees, spun up in development environments, or deployed via Model Context Protocol (MCP) servers that security teams lack visibility into. They are, in every meaningful sense, shadow agents. Autonomous, capable, and ungoverned.
The risk is not that the agent is evil. The risk is that it behaves exactly as designed, across systems nobody has mapped, using data nobody has classified, through connections nobody has approved.
https://www.cyberhaven.com/blog/governing-shadow-ai-agents
The leadership question
Which AI agents are already operating inside your business, what data can they access, what external systems can they talk to, and who is accountable for what they do?
Run a shadow-agent audit. Map every AI agent, workflow bot, MCP server and endpoint tool by owner, access, data flow, external connection and kill switch.
The other prompts:
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Why AI Literacy Has Become A Boardroom And Investor Priority
AI literacy is about ensuring an organization’s workforce understands AI, how it affects their roles and is capable of using, overseeing and measuring its work.
As AI rewrites business, it’s time to rewrite your strategy
It’s no longer just the case that AI-driven disruptors will impact your margins. The risk now is that AI is redesigning – in real-time – the entire foundations of your industry.
https://www.raconteur.net/insights/beyond-ai-enterprise-knowledge
Managers Are Struggling to Keep Up with the AI Productivity Boom
AI has dramatically accelerated the pace of work, allowing employees to execute ideas, produce deliverables, and launch projects far faster than traditional management systems were designed to handle.
https://hbr.org/2026/05/managers-are-struggling-to-keep-up-with-the-ai-productivity-boom
Why relationships are the hidden infrastructure of AI transformation
Trust as an operating system
The Race to Recursive Self-improving AI and Exponential Tech
At its core, recursive self-improvement (RSI) is a process where an artificial intelligence system reviews, rewrites, and optimizes its own source code or architecture to become smarter
https://www.ai-supremacy.com/p/the-race-to-recursive-self-improving-ai-exponential-tech-2027
Compute for AI Models Is Overrated – Data Quality Is the Real Bottleneck
The actual problem, in many of these cases, has nothing to do with the model. It turns out the data the system was trained on had mislabeled entries, inconsistent information pulled from mismatched sources, and records that were months out of date. Nobody had thought to look there first.
Why the human brain may hold the key to cheaper, smarter AI
Instead of constantly trying to predict every possible upcoming word, researchers found the brain appears to ease off on prediction at the boundaries between sentences and major phrases. Scientists say the strategy may help humans process language far more efficiently than modern AI systems.
https://www.ibm.com/think/news/human-brain-cheaper-smarter-ai
What Is a Data Agent?
A data agent is a report you can talk to.
