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The Three Stages of AI Guardrails: From Filters to Enterprise Control Planes
Explore the 3 stages of AI guardrails—from LLM filters to agent authorization and multi-agent control planes for enterprise AI gov...
GPT-5.3 Codex Reviewed My .NET Data Access Library and Missed the Architecture
I asked GPT-5.3 Codex to review a reusable .NET data access library. It scored 46/100—and exposed the limits of AI architectural r...
Do AI Agents Dream of Electric Langoustines?
This follow-up explains what changed around x402 and ERC 8004, why discovery and reliability matter more than raw registration cou...
Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agen...
A new study suggests AGENTS.md-style repo context files can reduce coding-agent success while raising inference cost. Here’s why—a...
Safety as an Immune System: Governing Self-Evolving AI Societies
In self-evolving AI ecosystems, safety is no longer just about individual models. It is about interactions. No single agent intend...
From Rails to Agents: Aurum Foundation CEO Bryan Benson on Why AI Will Massify C...
Bryan Benson, CEO of Aurum Foundation, talks about AI and the future of finance. He says the industry is shifting toward AI as the...
The Next Trillion-Dollar AI Shift: Why OpenClaw Changes Everything for LLMs
OpenClaw is an open-source, model-agnostic agent framework that runs entirely on your local machine — no cloud, no API keys, no re...
Can You Really Build a Product Moat Against AI?
Traditional product moats may need reconsideration in light of agentic AI tools. We can already speculate what new moats are and w...
Turn Any Image Into a Video—Fast: Vidu Q3 Turbo on fal.ai
Simplified guide to fal.ai’s Vidu Q3 Turbo image-to-video model—turn a single image into a coherent clip fast, with tips for motio...
Why AI Is Actually a Hiring Engine for Developers
Software development is not dying it is evolving.
