Leadership Skill
8/ ‘Horses for courses’ becomes the core skill:
Matching the right work to the right team member (human or AI).
This isn’t delegation—it’s orchestration of a hybrid team.
Leaders who master this win.
Power Law
7/ The power law is brutal:
Top 5% transforming completely: 10x productivity
Other 95% adding features: 20% gains
The gap becomes insurmountable.
Incremental adoption = existential threat.
Engineering Thinking
6/ Engineering-shaped thinking for everyone:
• Product managers write requirements
• Designers run evals
• Leaders think in systems
The new core skill: Defining what ‘good’ looks like for AI.
Work vs Personal AI
5/ Work AI ≠ Personal AI:
Work AI: Conservative, compliant, auditable
Personal AI: Creative, experimental, unfiltered
Mixing them creates governance nightmares.
Smart orgs are splitting these now.
AI-Reviews-AI
4/ AI-reviews-AI is the unlock:
Human review doesn’t scale to 10x productivity.
Build systems where AI validates AI output.
Humans set standards and spot-check.
This is the only path forward.
Four Transformations
3/ Four transformations required:
• AI-reviews-AI systems (escape human bottlenecks)
• Work vs. Personal AI split (different governance)
• Engineering thinking for all roles
• Radical transformation (not incremental adoption)
2/ Understand AI’s ‘personality’:
✅ Tireless at defined tasks
❌ Terrible at ambiguity
✅ Perfect for the grind
❌ Can’t do taste or strategy
Treating AI like a junior team member (not a magic tool) changes everything.
1/ First, accept the commoditization:
GPT-4, Claude, Gemini—everyone has access.
Models are becoming utilities.
The new differentiator? Organizational readiness.
Technology is cheap. Transformation is expensive.
AI success in 2026 won’t be about having better models.
It’ll be about treating AI as a team member with distinct strengths/weaknesses.
And fundamentally rebuilding workflows around human-AI collaboration.
Here’s what separates winners from losers: 🧵
@rohanlpawar@timesofindia This is very true. And an age old operation.
25 years costly shoes were stolen from outside my house.
We don't file a complaint. This makes it a easy target for thieves.
Appreciate this persons effort to file a complaint and I was lazy.
India edge closer to their first-ever gold medal in the Open Section of the Chess Olympiad
But We lost the champions trophy
#ChessOlympiad
https://t.co/7CTO5kMgzf