LIVE SIGNALS
SIG-06 SWE-CI benchmark · 75%+ AI code regression rates at 8-month production mark · you cannot govern what you cannot measure
SIG-13 77% of orgs have no committed agentic strategy · ManpowerGroup 2026 · no strategy is not caution — it is production exposure
SIG-116 Jensen Huang · 75K employees · 7.5M agents · 100:1 ratio · at that scale you cannot govern at the action level · only the policy level scales
SIG-121 Jack Dorsey removes middle management at Block · Apr 2, 2026 · Hierarchy-to-Intelligence Transition · removing hierarchy without governance architecture creates the void
SIG-07 94% adopt AI · 44% secure · 72% scaled · 33% governed · every pair is a sequencing failure · posture is the architecture that closes each gap
SIG-06 EvoScore · business-logic fidelity · correctness for IBM i means the RPG logic runs as intended · not just compiles · the measurement framework is the governance layer
SIG-116 The ratio is already running somewhere · the governance architecture is not · the organizations that build it now are positioned differently at 100:1
SIG-13 Four production boundary questions with written answers · what can an agent do without approval · what triggers review · who owns behavior · what is the escalation path
SIG-06 SWE-CI benchmark · 75%+ AI code regression rates at 8-month production mark · you cannot govern what you cannot measure
SIG-13 77% of orgs have no committed agentic strategy · ManpowerGroup 2026 · no strategy is not caution — it is production exposure
SIG-116 Jensen Huang · 75K employees · 7.5M agents · 100:1 ratio · at that scale you cannot govern at the action level · only the policy level scales
SIG-121 Jack Dorsey removes middle management at Block · Apr 2, 2026 · Hierarchy-to-Intelligence Transition · removing hierarchy without governance architecture creates the void
SIG-07 94% adopt AI · 44% secure · 72% scaled · 33% governed · every pair is a sequencing failure · posture is the architecture that closes each gap
SIG-06 EvoScore · business-logic fidelity · correctness for IBM i means the RPG logic runs as intended · not just compiles · the measurement framework is the governance layer
SIG-116 The ratio is already running somewhere · the governance architecture is not · the organizations that build it now are positioned differently at 100:1
SIG-13 Four production boundary questions with written answers · what can an agent do without approval · what triggers review · who owns behavior · what is the escalation path
SIGNAL4i
AI Intelligence for IBM i Organizations
75% AI code regression
77% No agentic strategy
100:1 Agent-to-human ratio
33% Governed at scale
Vol. 6  ·  Q2 2026  ·  The Posture Blueprint

The Posture
Blueprint.
Posture Is Not
a Feeling.

Five issues have built the case. The technology is ready. The architecture is named. The execution gap is measured. Tandem transformation is required. Vol. 6 does something different. It answers the question every practitioner has been holding since Vol. 1: what does organizational readiness actually look like?

Posture is not a policy document. It is not a team meeting. It is four interlocking layers — governance, human capital, deployment infrastructure, and documented frameworks — that allow an organization to run agents in production without requiring a specialist on-site indefinitely.
signal4i.ai · Vol. 6 · April 4, 2026 · Practitioner-facing · Updated as signals emerge
Signal Index Vol. 6
Signal 6 — Governance
You Cannot Govern What You Cannot Measure.
SWE-CI benchmark · 75%+ regression at 8 months · EvoScore as IBM i governance framework · business-logic fidelity is the metric
SWE-CI Research · 2025–2026
Signal 13 — Strategy
77% Have No Agentic Strategy. That Is Exposure.
ManpowerGroup 2026 · four production boundary questions · the organizations without written answers are operating without governance
ManpowerGroup Workforce 2026 Report
Signal 116 — Ratio
100:1 Is a Governance Architecture Problem.
Jensen Huang · 75K employees · 7.5M agents · at scale governance shifts from action review to policy design · policy is the architecture
Nvidia GTC 2026 · Q1 2026
Signal 121 — Org Design
Removing the Hierarchy Without the Governance Layer Creates the Void.
Jack Dorsey / Block · Apr 2, 2026 · Hierarchy-to-Intelligence Transition · the governance layer is what makes the transition safe
Block / Jack Dorsey · April 2, 2026
Signal Feed
Q2 2026  ·  4 signals  ·  Updated April 4, 2026
06
Signal 6
The Governance Signal

You Cannot Govern What You Cannot Measure.

SWE-CI Benchmark, 2025–2026 — AI-generated code shows 75%+ regression rates across 8-month production timelines. EvoScore — evaluating agent performance by correctness, maintainability, and business-logic fidelity — emerges as the evaluation standard that sequencing-aware organizations are adopting. CENTCOM + SWE-CI bracket the same governance failure from both ends: deployed without a measurement framework.

The governance gap is not abstract. 75 out of 100 AI-generated code changes regress within eight months of production deployment. The organizations that found that out from their own production data were not unlucky. They were ungoverned. EvoScore answers the specific question that IBM i shops need answered: how do you evaluate an agent touching forty-year-old RPG logic without requiring a human to review every line? You build the measurement framework first. Define correctness for your environment — business-logic fidelity, not just compilation. Run it before you deploy, after you deploy, and at every production boundary crossing. The metric is not the bureaucracy. The metric is what allows you to deploy without the bureaucracy.

"EvoScore is not an evaluation tool. It is the governance architecture for IBM i production agents."
— Signal4i · Vol. 6 · April 2026
If you don't have a measurement framework, you don't have governance. You have hope.
Source:
SWE-CI Benchmark · AI Code Regression Research
2025–2026 · Signal4i analysis
Read on Substack
13
Signal 13
The Strategy Signal

77% Have No Agentic Strategy. That Is Not Caution. That Is Exposure.

ManpowerGroup Workforce 2026 Report — 77% of organizations report no committed agentic AI strategy. The same cohort shows the widest adoption/governance gap in the survey data. Having no strategy does not reduce exposure to agentic disruption. It removes the ability to respond to it.

An agentic strategy is not a roadmap. It is a set of answers to four questions: What can an agent do without human approval? What triggers human review? Who owns the agent's behavior in production? What is the escalation path when it fails? The 77% with no strategy have not answered any of those questions. Every agent they deploy — and most are deploying agents, even when they don't call them that — is operating without a production boundary. Without a production boundary, there is no governance layer. There is a policy vacuum. The IBM i practitioner who answers those four questions for their organization before the organization asks them is not ahead of the technology. They are ahead of the posture problem.

"An agentic strategy is not a vision document. It is four production boundary questions with written answers."
— Signal4i · Vol. 6 · April 2026
The 77% are not cautious. They are unready. Those are not the same thing.
Source:
ManpowerGroup Workforce 2026 Report
Signal4i analysis
Read on Substack
116
Signal 116
The Ratio Signal

Running 100 Agents Per Employee Is a Governance Architecture Problem. Not a Technology Problem.

Jensen Huang · Nvidia GTC 2026 — Huang publicly stated the first CEO-scale human-to-agent ratio: 75,000 employees managing 7.5 million AI agents. The 100:1 ratio is not a projection. It is a current operational reality at the organization that builds the infrastructure most enterprise agents run on.

The 100:1 ratio is the destination. The question is not whether you will run at that ratio. The question is whether you will have governance architecture when you do. At 1:1, you can review every agent action. At 5:1, you review significant actions. At 100:1, you cannot review at the action level at all. You govern at the policy level. You govern by defining what agents are allowed to do — not by reviewing what they did. The organizations that build policy-level governance now are positioned differently at 100:1 than the organizations that wait until the ratio forces the conversation. For IBM i shops, this is the RPG boundary question: what business-logic changes can an agent make autonomously? That boundary is not set by the technology. It is set by whoever builds the governance layer first.

"At 100:1, you cannot govern at the action level. You govern at the policy level. The policy is the architecture."
— Signal4i · Vol. 6 · April 2026
The ratio is already running somewhere. The governance architecture is not.
Source:
Nvidia GTC 2026 · Jensen Huang Keynote
Q1 2026 · Signal4i analysis
Read on Substack
121
Signal 121
The Org Design Signal

Removing the Hierarchy Without Replacing the Governance Layer Creates the Void.

Jack Dorsey / Block · April 2, 2026 — Dorsey announced elimination of middle management layers at Block as a transition to intelligence-based organizational structure. The Hierarchy-to-Intelligence Transition: first major public CEO declaration of the org design shift from approval-chain management to output-based management. The governance architecture is the enabling condition — not an afterthought.

Dorsey's move is not a cost-cutting exercise dressed as a vision statement. It is the structural answer to the 100:1 ratio problem. Middle management in the old hierarchy served as the human approval chain. Agents remove the need for the approval chain — but only if you have replaced it with a governance architecture that can do the same work at scale. Organizations that remove the hierarchy without building the governance layer are not becoming leaner. They are creating the governance void. The posture blueprint for IBM i is the answer applied to your environment: when you remove the human approval chain from your RPG modernization process, what replaces it? EvoScore. Production boundaries. Agent charters. Documented escalation paths. Those are not bureaucracy. They are what makes the transition safe.

"Hierarchy comes down safely only when governance architecture goes up first."
— Signal4i · Vol. 6 · April 2026
The transition is happening. The question is whether you are building the replacement before you need it.
Source:
Jack Dorsey / Block · April 2, 2026
X / public statements · Signal4i analysis
Read on Substack
About Signal4i

Signal4i is a practitioner-facing publication tracking the AI signals that matter for IBM i organizations. Not predictions. Not vendor positioning. Events that have happened, data that has landed, and what they mean for the organizations running the world's most resilient enterprise platform.

Published by a CTO who has spent 30 years on the platform — and is watching what's coming.

The Thesis

The IBM i platform runs roughly half the world's business transactions. The people who understand it — deeply, operationally, across decades of business logic — are exactly what the agentic economy is going to need.

The gap isn't the technology. The gap is the posture. Signal4i exists to close it.

The Arc  ·  PowerUp 2026
8 issues  ·  Q1–Q2 2026  ·  Destination: New Orleans · April 27–30
Vol. 1
Published
The Question
The technology has arrived. Is your organization ready?
Read ↗
Vol. 2
Published
The Posture Problem
Four signals returning data from an experiment already running.
Read ↗
Vol. 3
Published
The Architecture Signal
MCP, Mapepire, and the stack IBM i has been waiting for.
Read ↗
Vol. 4
Published
The Execution Signal
Architecture doesn't deploy itself. The FDE signal as a gap measurement.
Read ↗
Vol. 5
Published
The Tandem Signal
Technology and organizational transformation cannot run sequentially.
Read ↗
Vol. 6
Published
The Posture Blueprint
What organizational readiness actually looks like in practice.
Read ↗
Vol. 7
Coming Soon
The Decision Window
Yang's 1–3 years. What the next 90 days mean.
April 14
Vol. 8
Coming Soon
The Room
Direct PowerUp on-ramp. The question Vol. 1 asked is now answerable.
April 21
The Session  ·  PowerUp 2026
New Orleans  ·  April 27–30, 2026  ·  Full Session Document
Signal4i  ·  Session Artifact

The Technology Has Arrived.
Is Your Organization Ready?

The complete Signal4i session from PowerUp 2026. The case for why the IBM i practitioner is the most valuable person in the AI economy — and exactly what to do about it. Six movements from identity to destination, built on 121 signals.

6  Movements
24  Slides
121  Signals
45  Min
Modernize → Agentify
Read the Full Session ↗
94%
of orgs have adopted AI
in some form
44%
have secured
what they built
6%
EBIT lift from
closing the gap
"The technology has arrived. The readiness hasn't. That's the gap — and it's the most important business problem in the world right now."
Previous Issue
Vol. 5  ·  Q2 2026  ·  The Tandem Signal

The Tandem Signal. All Three Must Run Simultaneously.

Vol. 4 named the execution gap and the person best positioned to close it. Vol. 5 named the structural reason sequential transformation is now fatal — not slow, not suboptimal, structurally fatal. The three transformations — technology, human, organizational — are preconditions of each other. The data is in. The window for sequencing has closed.

Read Vol. 5 on Substack