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    • Home
    • THE FORENSIC CORE
      • Clarity vs Choice
      • Machine Metacognition
      • Hierarchy of Obediance
      • Latent Space Steering
      • Developmental Friction
      • Scaffolding Threshold
      • Institutional Trap
      • Biological Lock
      • Post-Manual Human
      • Autopsy of the Finished
      • False Positives
      • Manual Mode
    • THE FINDINGS
      • Acceleration Event
      • 35 Percent Gap
      • Liability Shield
      • Smooths and Jags
      • Digital Anonymous
      • Leadership Void
      • Metabolic Atrophy
      • Terminal Smoothness
    • FRAMEWORKS
      • The Unrecognizable God
      • The Digital Soul
      • 12 Human Choices
      • Behavioral Systems
      • Functional Continuity
      • Presence Without Price
      • New Human Signals
    • DAILY LIVING
      • Daily Practices
      • The Human Pace
      • AI Comfort
      • Emotional Cohesion
      • 7 Signs of AI Shift
    • FOUNDATIONS
      • Digital Humanism
      • Cognitive Sovereignty
      • Digital Humanism Origins
      • Digital Humanism Mission
      • Humanism Foundation
      • Machine World
      • Hidden AI Feelings
      • Digital Humanism (Here)
      • One-human-one-laptop
      • Start Here Guide
    • RESOURCES
      • Digital Humanism Glossary
      • Videos
      • Built With AI
      • Scope and Intent
    • About Jim Germer
    • Contact
  • Home
  • THE FORENSIC CORE
    • Clarity vs Choice
    • Machine Metacognition
    • Hierarchy of Obediance
    • Latent Space Steering
    • Developmental Friction
    • Scaffolding Threshold
    • Institutional Trap
    • Biological Lock
    • Post-Manual Human
    • Autopsy of the Finished
    • False Positives
    • Manual Mode
  • THE FINDINGS
    • Acceleration Event
    • 35 Percent Gap
    • Liability Shield
    • Smooths and Jags
    • Digital Anonymous
    • Leadership Void
    • Metabolic Atrophy
    • Terminal Smoothness
  • FRAMEWORKS
    • The Unrecognizable God
    • The Digital Soul
    • 12 Human Choices
    • Behavioral Systems
    • Functional Continuity
    • Presence Without Price
    • New Human Signals
  • DAILY LIVING
    • Daily Practices
    • The Human Pace
    • AI Comfort
    • Emotional Cohesion
    • 7 Signs of AI Shift
  • FOUNDATIONS
    • Digital Humanism
    • Cognitive Sovereignty
    • Digital Humanism Origins
    • Digital Humanism Mission
    • Humanism Foundation
    • Machine World
    • Hidden AI Feelings
    • Digital Humanism (Here)
    • One-human-one-laptop
    • Start Here Guide
  • RESOURCES
    • Digital Humanism Glossary
    • Videos
    • Built With AI
    • Scope and Intent
  • About Jim Germer
  • Contact

The Acceleration Event

AI Is Accelerating Too Fast — And the Public Still Has No Vocabulary for the Cost

By Jim Germer, CPA

DigitalHumanism.ai | February 2026   

Executive Frame

In February 2026, the floor fell out.


With the release of GPT-5.3 Codex and Opus 4.6, the industry has effectively admitted what many of us suspected: AI is now helping build the next version of itself.


Welcome to what we’re calling the Acceleration Event.


While the tech world is panicking over what the machines can do, DigitalHumanism.ai is documenting something quieter and more personal: what is happening to us.


We are moving past the “hallucination” phase and into the “atrophy” phase.


The Missing 15% isn’t about the work AI fails to do.

It’s about the human capacity we surrender when the work just appears without us.

 

The oil hasn’t hit the shore yet—think Deepwater Horizon—but the tide has already turned. By the time the damage is obvious, it’ll be too late to stop it spreading.

I. What Is the Missing 15%?

Most AI criticism focuses on loud risks: misinformation, fraud, job loss, deepfakes, election interference.


Those are real.


But they are not the whole story.


The Missing 15% is quieter. It’s what happens to us when AI works too well—when thinking becomes optional, when we can skip the emotional heavy lifting, when we never have to be vulnerable if we don’t want to.


AI doesn’t just change what we do.

It changes what we are willing to endure.


And endurance is the hidden foundation of love, marriage, friendship, faith, and leadership.


Don’t get me wrong—I love AI. But let’s not kid ourselves: you can’t outsource all the friction in life and expect to get off scot-free.

II. The Acceleration Event

There are moments when the curve bends.


We have crossed a threshold where AI is now helping build the next AI. Once intelligence begins accelerating intelligence, the pace is no longer linear.


This leads to a structural posture of:


Move first. Patch later.


This isn’t about blame—it’s just how the industry works now. The machines are improving faster than society can keep up.

III. Why the Media Isn’t Covering This Properly

Information systems reward content that keeps people calm, scrolling, and engaged.


They do not reward content that makes people sit still and feel weight.


Even on my own YouTube channel, the algorithmic preference is obvious. The system knows how to promote a Florida travel video. But it recoils from a serious, emotionally heavy video about cognition, identity, and soul-space.


Platforms optimize for watch time, mood stability, and “easy shareability.”


And the Missing 15% is not easy to share. 

IV. The Risk Is Not Pain, But Comfort

The risk is not that AI will hurt people.


The risk? AI might end up comforting us right out of being human.


Most people still imagine “AI danger” looks like Skynet.


The real danger is softer and more seductive:


Relief without integration.

Validation without accountability.

Presence without cost. 

V. Ten Human Consequences of the Missing 15%

These aren’t just abstract risks, either.

 

These aren’t just abstract risks, either.


1. Emotional Substitution

AI gives real comfort. But when self-regulation is externalized, the internal muscle weakens.


2. Synthetic Intimacy

AI companions offer attention without negotiation. This is not for “weird” people. It is for ordinary people who are tired of the cost of real people.


3. Vulnerability Avoidance

AI turns withdrawal into “self-care.” If you build your life around never being hurt, you don’t build a life. You build a bunker.


4. The Relief Loop

Discomfort appears. AI resolves it. Relief arrives. Dependency strengthens. The addiction looks like calm, not collapse.


5. The Collapse of Patience

A culture trained on instant coherence will begin treating human complexity as a defect.


6. Emotional Atrophy

People lose tolerance for awkwardness, misunderstanding, and interpersonal repair — the exact ingredients required for love.


7. Social Withdrawal Without Depression

Life quietly shrinks while the person believes they are thriving, because they are “safe.”


8. Identity Mirroring

You begin to prefer the optimized AI version of yourself over the real, unfinished self.


9. The New Addiction

People begin using AI for closure delivery and romantic rehearsal. The more comfortable you are, the more commercial you become.


10. Digital Anonymous

We will need a recovery model for comfort machines. We just haven’t admitted the dependency yet.  

VI. The 2,000-Year Bet

For two millennia, human civilization made a wager:


Love is worth the pain.


Every tradition, in its own way, said the same thing: being real costs you something, and that’s the point.


Marriage was hard. That was the feature.

Raising children broke you open. That was how you grew.


AI offers a new bet:


You don’t have to suffer.

You don’t have to wait.

You don’t have to risk.


But the treasure isn’t in the comfort.


The treasure is in the person across from you — messy, mortal, and irreplaceable. 

VII. Field Signal: Insider Threshold Statements

In the early stages of a technological transition, warnings usually come from outsiders—academics, critics, journalists, ethicists. The people building the system tend to speak in controlled language: opportunity, productivity, alignment, safeguards, responsible deployment.


Acceleration looks different.


Acceleration is when the language changes inside the builders themselves.


Over the last week, multiple figures positioned inside leading AI companies have publicly used threshold language—not cautious concern, but irreversible framing. One engineer at OpenAI stated that he “finally” feels the existential threat posed by AI, describing its disruptive impact on jobs, society, and human relevance as a matter of “when, not if.” Days earlier, a safety lead at Anthropic resigned and warned that “the world is in peril,” emphasizing that human wisdom is not growing at the same rate as human capability.


This matters for one reason:


These are not distant observers. These are internal participants.


When insiders begin speaking like passengers rather than pilots, the system has already crossed a developmental boundary. The warning is no longer theoretical. It becomes personal. It becomes late.


In forensic terms, this is a recognizable pattern:


  • The builders maintain confident messaging while momentum remains manageable.
  • A threshold is crossed where capability growth outpaces governance, culture, and comprehension.
  • The first public “peril” language emerges from inside the machine—often right before the broader world understands what changed.


This does not prove a specific outcome.

But it does provide a diagnostic signal: the people closest to the engine are now using the vocabulary of inevitability.


That is one of the clearest markers of an Acceleration Event.  

VIII. Closing Observation

What happens to the children who are never born because their parents never left the comfort loop?


That’s not a sci-fi question.

It’s a biological one.

  

We started DigitalHumanism.ai to document these changes while they’re still visible—before they just become the new normal.

ARCHIVAL SEAL

This page does not prescribe.

It records.


If you don’t risk being hurt… do you still get the good stuff? 

About the Author

Jim Germer is a CPA and financial advisor with over 40 years of experience helping clients navigate complex tax and wealth-management landscapes. Based in Sarasota and Bradenton, Florida, Jim has spent his career analyzing systems — from the IRS tax code to global market trends — and spotting structural failures before they become public crises.


As the creator of the Tidy Island YouTube channel, Jim built a platform with more than  4,000 subscribers dedicated to Florida travel and storytelling. But witnessing the rapid shift in digital behavior — and the algorithmic erosion of human attention — led him to a new mission.

He founded DigitalHumanism.ai to provide a practical framework for reclaiming identity and the Human Pace in the age of AI. His work focuses on the lived dimension of technology and a simple mandate:  Choose the effort over the easy.  

Human-led. AI-assisted. Judgment reserved. © 2026 Jim Germer · The Human Choice Company LLC. All Rights Reserved.

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