Systems engineering is blunt about its job: reduce risk. Risk of delivering the wrong thing, too late, too expensively, or with unintended consequences. Finance should operate the same way. If it doesn’t reduce structural risk, it’s just documenting failure in advance.
@mitsmr Both patterns matter, but they create different risk profiles. Developmental creativity improves efficiency within constraints, while disruptive creativity questions the constraints themselves. Confusing them leads to incremental change framed as breakthrough.
The authors analyzed actual dialogues that occurred via digital collaboration tools at a manufacturing company and identified two different patterns of creativity.
Learn more: https://t.co/N41FEFxlBM
Agentic AI Concepts are reshaping how AI moves from passive models to active, autonomous systems.
At the base, LLMs handle tokenization, fine-tuning, and prompt engineering.
Building on this, AI Agents bring reasoning (ReAct, Chain-of-Thought, ToT), memory, and multi-step tool use. When combined,
Agentic Systems enable inter-agent communication, planning, and resilience at scale.
Finally, Agentic Infrastructure ensures compliance, governance, security, fairness, and ethical use.
Together, these layers form the foundation of the next generation of autonomous AI ecosystems.
Your #UHManoa is part of a $3.5 million project to improve cervical cancer screening and follow-up. Led by Holly Fontenot, the team aims to make care easier, more effective, and accessible for everyone ➡️ https://t.co/8iUymKtW8U
I’m proud of the work that the @GirlsAlliance is doing to support 250 grassroots projects to empower more than 160,000 girls in 50 countries.
This #InternationalWomensDay, I hope you’ll join us in helping change the lives of more girls around the world: https://t.co/OD9qhmAcZQ