Joined March 2009
- Tweets 7,174
- Following 420
- Followers 1,232
- Likes 73
176 Photos and videos
Runtime governance is a trap.
Stop layering bandaids on AI agents.
The trap explained: open.substack.com/pub/rickki…
#AgenticAI #EnterpriseAI #AIGov
11
Hindsight is brutal.
We chased smarter routing, planners, graphs for multi-model orchestration.
But the real monster was never reasoning, it was always execution.
open.substack.com/pub/rickki…
#AgenticAI #AISafety #ExecutionControl
1
19
Jan 24
Open source primitives are not raw material for stealth rebrands.
Don’t rename them and try to sell them back as “innovation.”
This is happening a lot right now in agent safety, execution control, and runtime governance.
Context below 👇
#AIGovernance #AgenticAI
1
80
Jan 21
I hope I'm wrong.
Do you? Or are you too invested in being right?
#AgenticAI #machinelearning
🔗 In the comments 👇
1
41
Jan 20
LinkedIn pitchforks are out over 'Remove AI governance from your stack' 😂 Debate's raging - mostly from people that clearly didn't read it 🙄
Who's actually read the full take? Drop your side below! 🔥
#AIGovernance #AgenticAI
Jan 19
Remove AI governance from your stack.
Yes, really.
If that makes you angry, you should read this. 👇
open.substack.com/pub/rickki…
#AIGovernance #AgenticAI #EnterpriseAI #AIAgents #ResponsibleAI #AIinBusiness #TechTrends2026 #DigitalTransformation
40
Jan 19
This is awesome!
51
Jan 19
Remove AI governance from your stack.
Yes, really.
If that makes you angry, you should read this. 👇
open.substack.com/pub/rickki…
#AIGovernance #AgenticAI #EnterpriseAI #AIAgents #ResponsibleAI #AIinBusiness #TechTrends2026 #DigitalTransformation
81
Jan 18
You didn’t “miss” AI governance.
You decided against it.
The tools exist & are deployable. Yet agentic systems ship without boundaries.
🚨That’s not oversight; it’s a choice🚨
Full piece: open.substack.com/pub/rickki…
#AI #AIGovernance #ArtificialIntelligence #AIethics #AgenticAI
1
38
RealRixelate retweeted
Jan 17
Recent FDA guidance could let #generativeAI tools reach clinics without prior vetting —
underscoring why #AI safety research in medicine must accelerate now before these systems are widely used in patient care.
#AISafety #AIGovernance #HealthAI #AITrust #ResponsibleAI
statnews.com/2026/01/15/medi…
1
2
2
111
Jan 13
The Execution Control Layer (ECL) is complete.
Spec frozen. Reference runtime released.
Explicit, deterministic execution boundary for agentic AI.
Open source: github.com/Rick-Kirby/execut…
#AgenticAI #AIGovernance #AISafety #OpenSource #AutonomousAgents #ResponsibleAI #AIAgents
1
49
Jan 12
Turns out execution-time control boundaries are easier to discuss when they’re citable 😄
ECL is now DOI-backed, with a formal architectural paper attached.
doi.org/10.5281/zenodo.18221…
#AgenticAI #AISafety #AIGovernance #ResponsibleAI #AutonomousAgents #AIResearch #MachineLearning
37
Jan 11
This report makes the case for an Execution Control Layer inevitable.
Policy can’t govern actions after the fact.
2
79
If your org “banned AI assistants,” you didn’t increase safety.
You guaranteed blind spots.
Shadow AI is already running your workflows.
Cope.
rickkirby.substack.com/p/why…
#ShadowAI #AIGovernance #AISafety #EnterpriseAI #AgenticAI #ResponsibleAI #AIethics #CyberSecurity #AI2026 #ai
1
41
ECL Reference Architecture v1.1.0 released.
Makes the execution-time control boundary explicit.
Non-normative. Open. Implementable.
github.com/Rick-Kirby/execut…
#AgenticAI #AISafety #AIGovernance #ResponsibleAI #AutonomousAgents #LLM #AIethics #MachineLearning #OpenSourceAI #AI2026
1
1
47
Clarification on architectural placement of execution-time control in AI systems.
Why the boundary matters, and why implementation is intentionally excluded.
Link ↓
github.com/Rick-Kirby/execut…
#AgenticAI #AISafety #AIGovernance #ResponsibleAI #AutonomousAgents #LLM #AIethics #ai
1
54
30 Dec 2025
An in-depth look at the execution-time governance gap in AI systems, and why control can no longer stop at models, data, or infrastructure.
substack.com/profile/4297231…
#AI #AISafety #AIGovernance #AgenticAI #MachineLearning #LLM #Tech #ArtificialIntelligence #AutonomousAgents
1
51
30 Dec 2025
Is runtime bypass-proof governance the missing primitive for safe agents? Canonical spec here - poking holes welcome on HN:
news.ycombinator.com/item?id…
#HackerNews #AISafety #AgenticAI #AIGovernance
36