Skip to main content
// THE DATA

Tool Trainings Don't Fail
Because They're Bad.
They Fail Because People Forget.

70% of what users learn is gone within weeks. Less than 20% still use GenAI after 3 months.

// THE NUMBERS DON'T LIE

The Reality of Tool Training

70-90%

of training content forgotten within 30-60 days

Source: Ebbinghaus Forgetting Curve
20-30%

of users actively apply what they learned

Source: Enterprise Learning Studies
<25%

of employees reuse prompts from workshops

Source: Digital Adoption Research
50%+

of GenAI pilots stall after 8-12 weeks

Source: McKinsey GenAI Survey
// THE FORGETTING CURVE

The Science Is Clear

The Ebbinghaus Forgetting Curve shows that humans forget 70-90% of new information within 30-60 days without reinforcement.

This isn't a GenAI problem. It's a human memory problem. And it applies to every training session your team attends.

Now add workplace pressure, tight deadlines, and the cognitive load of crafting prompts from scratch. What chance does training have?

// What users say after training
"I don't remember how to start"60%+
Fall back to basic prompts70%
Stop using GenAI entirely40%
Ask colleagues instead of AI35%

Based on enterprise digital adoption and L&D research

// THE DROP-OFF

The GenAI Adoption Curve

Typical enterprise adoption pattern after GenAI training

Attend GenAI training~100%
Try GenAI once or twice~60%
Use it weekly after 1 month~30%
Use it regularly after 3 months<20%

This is not a tooling problem.
It's a memory + habit + friction problem.

// THE PATTERN

Training Creates Awareness.
Usage Creates Value.

What Doesn't Stick

  • One-off GenAI training sessions
  • PDF guides nobody opens again
  • "Just experiment with AI"
  • Theoretical prompt frameworks

What Actually Works

  • Ready-to-use prompts at the moment of need
  • Role-based, task-based organization
  • Reusable starting points, not blank chats
  • Embedded in daily workflows
// THE SOLUTION

Why Prompt Libraries Change The Outcome

Organizations with ready-to-use prompts embedded in daily work see dramatically different results. That's why we built nerdychefs.ai.

2-3×

higher GenAI usage retention

30-50%

faster task completion

40%

reduction in "blank page" time

Why Does This Work?

Removes Cognitive Load

No need to remember frameworks or techniques

Eliminates Hesitation

No "how do I phrase this?" paralysis

Creates Habits

Turns GenAI into a repeatable workflow

“People don't forget tools they use every day.
They forget concepts they rarely touch.”

The Shift That Works

Training explains

What GenAI is

Prompt libraries ensure

GenAI is actually used

Stop Training.
Start Using.

Give your team a private prompt library based on nerdychefs.ai — ready when deadlines hit, organized by role, maintained for you.

Try Free Version at nerdychefs.ai