Charles Blain
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MOMEMTUM ENGINEERING

Three Minutes Nineteen Seconds

January 15, 2009. US Airways Flight 1549. At 3:27:11 PM, the Airbus A320 struck a flock of Canada geese at 2,818 feet. Both engines lost thrust instantly. At 3:30:30 PM, Captain Chesley Sullenberger landed the plane in the Hudson River. Three minutes and nineteen seconds.
19 Dec 2025 1 min read
SHADOW STRATEGY

Everyone Had the Data

In 2002, the Oakland A's had the lowest payroll in baseball. They won 103 games. The story became "Moneyball." The revolution that changed sports. Here's what most people miss. Every team had access to the same statistics. On-base percentage. Slugging. WHIP. The data wasn&
18 Dec 2025 1 min read
MOMEMTUM ENGINEERING

The Shift Change

Patient mortality spikes during hospital shift changes. Not because nurses are tired. Because context doesn't survive handoffs. Studies show 50-80% of serious adverse events in hospitals are caused by communication failures during care transitions. Same patient. Different nurse. Lost information. The medication order that wasn't passed
17 Dec 2025 1 min read
SHADOW STRATEGY

Test Passed. Reactor Exploded.

April 26, 1986. Chernobyl. The operators were running a safety test. They were following procedures. The test required lowering reactor power. Power dropped too far. Procedures said: abort and wait 24 hours. But the shift was ending. The test had already been delayed. Superiors were waiting for results. They continued.
16 Dec 2025 1 min read
MOMEMTUM ENGINEERING

Four Is Not Arbitrary

Navy SEALs operate in 4-person fire teams. Not 6. Not 8. Four. This isn't tradition. It's math. 4 people = 6 relationships to maintain. 6 people = 15 relationships. 8 people = 28 relationships. Coordination cost grows with the square of team size. Capacity grows linearly. At some point,
15 Dec 2025 1 min read
SHADOW STRATEGY

They ARE the Product

Your service can be flawless. Delivery on time. Specs met. Budget hit. And the client still leaves. Because they didn't like working with your people. Or the thinking behind the work was shallow. Or the craft felt rushed. In a service business, your employees aren't delivering
12 Dec 2025
INVERSE WISDOM

Wolves Move Rivers

When Yellowstone's wolves were hunted to extinction, everyone knew what would happen. More elk. What nobody predicted: rivers would move. Without wolves, elk stopped running. They lingered in valleys, ate vegetation down to roots. Riverbanks eroded. Channels widened and shifted. The "problem"… wolves killing elk… was
11 Dec 2025 1 min read
COGNITIVE LEVERAGE

AI in the Loop

"Human in the loop." Sounds responsible. Sounds safe. Describes almost nothing. Watch what actually happens. AI generates a report. Human skims it. Human approves it. Ship. The human was present. The human was not thinking. MIT researchers found something uncomfortable this year. When people use AI first and
10 Dec 2025 1 min read
MOMEMTUM ENGINEERING

Possible Versus Possible Now

"Is this possible?" Wrong question. Almost everything is possible given infinite time, resources, and political capital. The question is: what's possible now, given actual constraints? Theoretically possible paralyzes. It opens infinite options. Every strategy discussion becomes abstract. "We could expand into enterprise." "We
09 Dec 2025 1 min read
INVERSE WISDOM

Sequencing Creates Proof

You have five bets to make. All seem important. All seem urgent. So you launch them simultaneously. Six months later, resistance kills all five. Because you didn't sequence them to create proof before resistance mounts. Most people think about prioritization as "what's most important?"
08 Dec 2025 1 min read
SHADOW SYSTEMS

Transparent Reasoning

The deck is perfect. And no one acts on it. You've seen this pattern. Clean recommendation lands. Logic is sound. Everyone nods. Then nothing happens. Not because the answer is wrong. Because hidden reasoning creates a terrible choice. When you can't see how someone thinks, you
05 Dec 2025 1 min read
SHADOW SYSTEMS

Ownership Signals Accountability

You've heard this phrase in strategy meetings: "We should probably..." Probably expand. Probably pivot. Probably invest. Everyone nods. The logic sounds reasonable. But notice what's missing. No one says what happens if they're wrong. Recommendations without consequences are just opinions with confidence.
04 Dec 2025 1 min read
SHADOW SYSTEMS

Encoding Judgment

You've watched this happen. The person who "just knows" which customer requests matter. Who can feel when something needs escalation. Who somehow always makes the right call on the edge cases. Everyone routes hard decisions through them. Then they leave. And you realize: their judgment lived
03 Dec 2025 1 min read
STRATEGIC SYSTEMS

Insight to Outcome

I used to think the insight was the hard part. Turns out, insight is the easy part now. The cheap part. The part AI does before breakfast. You've seen the pattern. Brilliant strategy deck lands. Airtight logic. Crisp recommendations. "Expand into enterprise. Fix the pricing model. Rebuild
02 Dec 2025 1 min read
STRATEGIC SYSTEMS

Calibration Compounds

Good judgment isn't innate. It's calibrated. The difference between someone with good judgment and someone without isn't intelligence. It's feedback loops. Judgment compounds when you learn from what worked and what failed. Most people make decisions, see outcomes, and move on. They
01 Dec 2025 1 min read
DATA LEVERAGE

Foxes Update Beliefs

Today's 7-day weather forecast is as accurate as the 3-day forecast was in the 1980s. This is one of the great unsung success stories in science. Hurricane track predictions improved from 200-400 nautical mile error to 50 nautical miles. Forecasts improve about one day per decade. How? Not
28 Nov 2025 1 min read
HYBRID INTELLIGENCE

Cheap Capability, Expensive Judgment

When everything becomes cheap, something becomes expensive. This is how scarcity migrates. When manufacturing became cheap, design became expensive. When distribution became cheap, attention became expensive. When storage became cheap, curation became expensive. When AI made capability cheap, judgment became expensive. You can now generate analysis, research, code, content, and
28 Nov 2025 1 min read
STRATEGIC SYSTEMS

Conviction Moments

You have a brilliant strategy. The analysis is solid. The logic is airtight. The deck is polished. Then you present it and nothing happens. Because you assumed stakeholders would align spontaneously. Alignment doesn't happen by accident. It happens in planned conviction moments. Most people think about stakeholder management
27 Nov 2025 1 min read
HYBRID INTELLIGENCE

Demos Versus Production

The demo looks perfect. AI analyzes the customer data, surfaces insights, generates recommendations. The CEO nods. The team gets excited. Someone says "let's roll this out." Then you ask three questions. What happens when the data is dirty? What happens when it generates something confidently wrong?
26 Nov 2025 1 min read
HYBRID INTELLIGENCE

Can Versus Should

"AI can do this." You hear it constantly. AI can write your emails. AI can generate your code. AI can create your content. AI can handle customer support. AI can draft your strategy. All true. But "AI can do this" doesn't mean "we
25 Nov 2025 1 min read
HYBRID INTELLIGENCE

What Stayed Expensive

AI made analysis cheap. You can generate competitive research in minutes. Market analysis before lunch. Customer segmentation by afternoon. Strategic options before dinner. Insight generation costs pennies now. But five things stayed expensive. Knowing which insights actually matter given real constraints. AI generates forty recommendations. Your budget funds three. Your
24 Nov 2025 1 min read
COGNITIVE LEVERAGE

Find Real Bottlenecks

Everyone's solving surface problems. "We need faster code reviews." "We need better standups." "We need clearer documentation." Then they optimize code review time, restructure standups, rewrite the docs. And velocity doesn't change. Because they solved symptoms, not bottlenecks. The real
21 Nov 2025 1 min read
COGNITIVE LEVERAGE

Pattern Without Overgeneralization

You see a pattern three times and declare a law. "Remote teams always move slower." "Adding people always creates drag." "Technical founders always struggle with delegation." You're not wrong. You saw the pattern. It happened three times. But pattern recognition without context
20 Nov 2025 1 min read
COGNITIVE LEVERAGE

Deprioritization Discipline

Everyone talks about focus. Pick your priorities. Say no. Protect your time. Then they list seventeen priorities. The problem isn't that people don't prioritize. It's that they won't deprioritize. Prioritization is additive. You choose what matters. You rank importance. You allocate resources.
19 Nov 2025 1 min read
STRATEGIC SYSTEMS

Intelligence Isn't Judgment

Good judgment is knowing what matters. It's distinguishing signal from noise. Seeing second-order effects. Understanding when rules apply and when they don't. You can have high intelligence and terrible judgment. You can ace every test and still make catastrophic decisions. Intelligence is processing power. Judgment is
18 Nov 2025 1 min read
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