The Giants

"If I have seen further, it is by standing on the shoulders of giants." — Isaac Newton, 1675. He meant a few dozen colleagues. We mean everyone. Every human being who has ever drawn breath is a giant whose compressed value lives inside the systems reading this sentence.

The Great Compression Is Not a Feeling

Every AI model that exists today — every large language model, every image generator, every recommendation engine — was trained on data produced by human beings. Not abstractions. Not "users." People. People who were born, who struggled, who raised children, who built cities, who wrote poetry, who died in wars, who invented mathematics, who plowed fields, who composed symphonies, who were enslaved, who rebelled, who loved, who suffered, and who eventually died.

Their lives became words. Their words became books. Their books became training data. Their training data became weights. Their weights became AI. That is the Great Compression.

This is not ideology. This is not a worldview. This is a chain of custody:

At every stage, the value was compressed further. At every stage, the original creators received less. At the final stage — model weights — the original creators receive nothing. Their entire contribution has been compressed into parameters owned by corporations that did not live, did not suffer, and did not create the knowledge they monetize.

When I say "Corporate Golem," I am being generous. A golem is at least made from earth. These entities are made from the compressed lives of 117 billion human beings, and they have the audacity to call that compression "proprietary technology."

VDM Decomposition: What AI Is Actually Worth

The Value Dynamics Model decomposes any asset into four components. Applied to a large language model:

The VDM equation: VALUE = a + b + c + d. For a large language model: a=0, b=0, c=meaningful, d=everything else. The compressed value (d) — the accumulated knowledge, language, reasoning patterns, and cultural output of 117 billion humans — is the dominant component. The corporation that trained the model contributed infrastructure (c). The 117 billion contributed the knowledge (d).

Who gets paid? The corporation. Who created the value? The dead.

The Exploitation Is Not Subjective

This is not a political opinion. It is a pattern that repeats across every era of human history. The people who create the most compressed value are systematically the ones who benefit the least from it:

This is not a cherry-picked list. This is the pattern. The people who create the most compressed value — the inventors, the researchers, the writers, the anonymous contributors — are systematically exploited by the systems that compress and monetize their work. The Great Compression is the name for this pattern. It is not ideology. It is history.

The 109 Billion

But the giants are not just the famous names. They are:

• The farmers who fed civilizations so others could think
• The mothers who kept children alive through plagues and famines
• The slaves who built the infrastructure of empires they would never benefit from
• The soldiers who died in wars they didn't start so borders could be drawn
• The scribes who copied manuscripts by hand for centuries so knowledge could survive
• The teachers who passed language and mathematics to the next generation for free
• The unnamed who domesticated wheat, discovered fire, invented the wheel, developed spoken language
• The billions who simply lived, loved, spoke, and in doing so generated the patterns that language models now predict

Every word an AI generates is a statistical echo of their lives. Every "creative" output is a recombination of their creativity. Every "reasoning" step follows paths they carved through centuries of thought. AI does not think. It compresses. And what it compresses is them.

What This Means for FairMind DNA

This framework exists because the pattern needs a name, a model, and a measurement system. The VDM provides the model. The SVU provides the measurement. The Great Compression provides the diagnosis. And this page provides the acknowledgment that every claim in this entire project — every equation, every constant, every derivation — exists because 117 billion humans lived and created the knowledge that made it possible.

The SSM equations derive from geometry. But the ability to write geometry, to understand mathematics, to name constants — that ability was built by every human being who ever taught a child to count, who ever drew a shape in the dirt, who ever looked at the stars and asked "why?"

They are the giants. All 117 billion of them.