What Did Ilya See?
A careful essay about capability, uncertainty, and why serious people sometimes react to AI as if they saw the weather change before everyone else felt the wind.
May 17, 202612 min listen
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Local AI
May 17, 202611 min listen
Context Engineering
May 17, 20268 min listen
Bottlenecks
May 17, 20268 min listen
The Centaur
May 17, 20268 min listen
AI Agent Swarms
May 17, 202612 min listen
Workflows
May 17, 202610 min listen
Automations
May 17, 202610 min listen
Focus
May 17, 202610 min listen
Meaning
May 17, 202611 min listen
Simplicity
May 19, 202610 min listen
Clarity
May 19, 202611 min listen
Cost of Retrieval
May 19, 202611 min listen
Touch Grass
May 19, 202610 min listen
Taste
June 14, 202610 min listen
Shipping
June 14, 202610 min listen
Slop
June 14, 202610 min listen
MCP
June 14, 20269 min listen
The Permanent Underclass
June 14, 202611 min listen
Coming Next
A living editorial backlog with 102 future topics. Newest drops stay easy to scan; the full list is grouped and searchable so mobile never becomes a wall of cards.
102 visible
Insights
CraftAn insight is not a fact. It is a fact placed where it can change a decision.
Have You Tried Rebooting It?
TechnicalThe oldest support question works because systems, people, and organizations all accumulate hidden state.
Take a Step Back
WorkPerspective is not distance from the work. It is the move that lets the work tell you what it actually needs.
Backlog
ProductA backlog is not a storage closet for ideas. It is a negotiation with time, appetite, and consequence.
Overhead
ProductOverhead is the work around the work, and every serious system has to decide how much of it deserves to exist.
Black Hat
TechnicalSecurity is partly a study of systems, and partly a study of what people try when incentives stop pretending.
Signal vs Noise
Intelligence starts when you stop treating all information as equal.
QLoRA
Small adaptation can unlock large capability when the system knows what it is adapting for.
ML
Machine learning is not magic. It is compression, feedback, and operational discipline.
Tokens
Tokens are where language becomes budget, memory, and architecture.
.ai
A domain suffix became a mood, a market, and sometimes a warning label.
Yann LeCun
A useful counterweight in an era that keeps confusing prediction with understanding.
Determinism
Prediction, agency, and choice inside systems that are more constrained than we like to admit.
Swe(den) Bench
A benchmark idea for Swedish pragmatism: useful under real constraints, not just impressive on leaderboards.
Agentic Orchestration
Agentic orchestration is the art of assigning machine work without losing ownership.
Autoresearch
Autoresearch only matters when curiosity is paired with verification.
Paperclip
The paperclip story is less about paperclips than about goals without wisdom.
Long Horizon Tasks
Long horizon tasks reveal whether an agent has memory, judgment, and recovery.
Context
Context is the part of intelligence that rarely gets a logo.
Prompting
Prompting is interface design in sentence form.
Evals
Evals are promises about what failure you are willing to notice.
Benchmarks
Benchmarks are useful lies when everyone remembers what they omit.
Centaur Human-AI
The centaur is not a metaphor for help. It is a design requirement for agency.
Time to Market
Speed matters because reality teaches faster than planning does.
Runway
Runway is time converted into options, and options are what keep judgment alive.
Monetization
Monetization is the shape of the promise you ask the market to believe.
Daily Driver
The daily driver is the tool you still trust when you are tired, busy, and under pressure.
Bootstrap
Bootstrap work turns constraints into a forcing function for clarity.
Cost to Consumer
The real price includes time, trust, confusion, setup effort, and cognitive load.
I Just Want It To Work
The deepest product request is usually the simplest one.
Sell Outcomes
People do not buy tools. They buy the state of the world the tool helps them reach.
Enterprise
Enterprise software is where edge cases become the product.
SMB
Small businesses do not need miniature enterprise tools. They need leverage without ceremony.
Adoption
Adoption is not agreement. It is repeated use under real pressure.
Founder Led
Founder-led companies can move fast because taste and accountability still share a room.
Founder Fit
Founder fit is the unfair advantage of caring about the problem before it became a market.
Product
A product is a promise that repeats.
Backlog
A backlog is not a storage closet for ideas. It is a negotiation with time, appetite, and consequence.
Overhead
Overhead is the work around the work, and every serious system has to decide how much of it deserves to exist.
Growth
Growth is not more at any cost. It is capacity expanding without the system forgetting what made it worth growing.
Fast Is Slow
Speed becomes slow when it creates hidden cleanup work.
Bottlenecks
A bottleneck is the place where the system tells the truth.
AI-Native Companies
AI-native companies redesign roles around leverage instead of adding chat boxes to old charts.
One-Person Companies
The one-person company is not loneliness; it is leverage with extreme accountability.
PRD
A PRD is a bet written clearly enough to argue with.
Pivoting
A pivot is not panic; it is obedience to evidence.
UX
UX is the morality of friction made visible.
Intuitive
Intuitive means the product correctly predicts what the user already hoped was true.
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