How can a three-ingredient sauce made by about 250 people on one Louisiana island reach 160-plus countries, when strategy says global reach requires building a big organization? What does the work the organization normally does? #Globalization #ValueDensity #Tobasco

8/8（配图8：结尾邀请）
Let’s build a new way of seeing the world.
Together.
That’s the only algorithm that matters.
#ValueDensity #HumanSpace #NewWayOfSeeing
theologyreflections.substack.com/p/cracks-in-...

4/8（配图4：自噬循环）
They look for a way out.
And also participate in a larger process.
No blame. Just a pattern worth seeing.
#ValueDensity #FearNarrative #HumanSpace #Romans12v2

3/8（配图3：高价值领域）
Finance. Law. Medicine.
Where value density is highest, AI enters first.
Not a verdict. An observation.
#AlgorithmicEmpire #Cracks #AIcritique #ValueDensity

/8（配图1：标题+经文）
Be transformed by the renewal of your mind.
The cracks are already there. We just need to see them.
theologyreflections.substack.com/p/cracks-in-...
#ValueDensity #HumanSpace #NewWayOfSeeing

Token efficiency is mechanical, how fast & cheap a model outputs text.

Thinking efficiency is cognitive, how much signal that output carries.

A system can burn millions of cheap tokens & still produce low-order thought of little value.

#TechTao #AIeconomics #ThinkingEfficiency #ValueDensity

AI can be quantified as follows:

Value Density = Output ÷ (Token × Time)

How much value a system creates per unit of energy and attention.

Big isn’t smart. Efficient is. The next frontier isn’t “more parameters,” it’s more value per joule.

#TechTao #AIeconomics #ValueDensity #EnergyIntelligence