Suavecito
Writing &
World-Building
Long-form articles on AI, technology, and ideas. Alongside the Surath canon — an original fantasy world five thousand years in the making.
Articles
01
reasoningframeworkfirst-principleserror-correction
ECP-4 — Error Correction Protocol
A four-layer reasoning framework for thinking clearly before reaching a conclusion: Reality Anchor, Assumption Audit, Mechanism Test, Adversarial Correction. Rooted in first principles. Confidence does not increase until all four have been applied.
June 12, 2026
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02
aistrategyanthropicopenaianalysismuskkarpathy
The Restructure Window
Twenty-three days produced six headlines, filed under six categories. The categories are the disguise. How the AI industry reorganized around a single lab without that lab winning a single public fight.
May 21, 2026
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03
AIOpen SourceResearchMCPKnowledge Management
The Retrieval Problem
Most AI systems are reasoning over what they were trained on. The interesting work happens when they can reach further.
May 10, 2026
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04
aiphilosophyagistrategyepistemology
The Undefined Destination
We have not reached AGI. The target has not been defined. Current failure patterns map exactly onto absence of continuity, stakes, embodiment, and transformability. That is a specification failure.
April 6, 2026
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05
aistrategygoogleanthropicanalysis
Google Doesn't Need to Own Anthropic
The structure already in place is harder to exit than most acquisitions. Five dependency layers — silicon, physical infrastructure, capital, distribution, political alliance. What word covers all of that?
March 29, 2026
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06
aiphilosophybook-reviewcognition
The Borrowed Mind: A Review
John Nosta's The Borrowed Mind asks the right question for 2026: not whether AI makes us smarter, but whether we will still be the ones who are.
March 26, 2026
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07
aistrategygoogleanthropicanalysis
Mutual Non-Extractability: The Google-Anthropic Relationship
The Google-Anthropic relationship isn't partnership, investment, or acquisition. It's structural entanglement — five simultaneous dependency layers that make exit mutually destructive for both.
March 20, 2026
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08
AITechnologyStrategy
The Google-Anthropic Relationship
On mutual non-extractability and the architecture of AI dependency.
March 15, 2026
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09
aiphilosophyepistemologyislambook-review
The Borrowed Mind: A Cartesian Critique
Nosta's borrowed mind problem only makes sense inside Western Cartesian epistemology. Islamic, Buddhist, and enactivist traditions locate cognition differently — and ask a more interesting question.
March 15, 2026
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10
aimethodologyreasoningtoolsprompting
ECP-4 Markdown for Your LLM
A first-principles error-correction framework. Four layers: Reality Anchor, Assumption Audit, Mechanism Test, Adversarial Correction. Stop sloppy thinking before it reaches your output.
March 11, 2026
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11
aiphilosophyagiepistemology
AGI Has a Specification Problem
AGI is decades away, not imminent. The field has three compounding problems it hasn't acknowledged: a specification problem, an architectural problem, and a premature scaling problem.
March 1, 2026
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12
aiphilosophyperceptioncognitionembodiment
Perceiving Reality: Humans vs AI
You don't perceive reality. Neither does GPT. The question is which system fails how, and where — measurement, inference, or action. Perception decomposes into exactly three steps.
February 18, 2026
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The Surath Canon
Original fantasy world-building · The world of Aedras
Five thousand years after the First Emperor.
Arcturus Veyr — Temujin I, the First Emperor — built the empire of Aedras from nothing. He forged the True Power into a weapon, bound three streams of the Current into a single will, and unified the fractured kingdoms under one throne. Then he was gone. What he left behind was a world that had never fully healed from the shape of him.
Five millennia later, Kelan Veyr — Temujin II — inherits a title with no throne, a name with no kingdom, and a lineage that the world has spent five thousand years arguing about. He is eighteen years old. He is a hopeless romantic. He has not yet become the dragon.
Key Figures
Kelan Veyr
Protagonist
Temujin II · Dragonborn Emperor
Heir to the Veyr bloodline. Eighteen years old at the start of the canon. A hopeless romantic who came from a house the world deemed insubstantial — and was told, once, by the only person whose opinion he trusted: "If only you were more."
Arcturus Veyr
Ancestor
Temujin I · The First Emperor
Founder of the Aedras empire. Bound the three streams of the Current into a unified will. Dead five thousand years. His absence is still the most powerful force in the world.
Elowen
First Love
King Alaric's Daughter
Kelan's first love. Left him at nineteen — he was eighteen — because House Veyr was insubstantial, a name without a kingdom. Her line: "If only you were more." She is the wound the canon begins with.
Selmira
Antagonist / Love Interest
Ancient Vampire Empress
Centuries old. Has seen emperors rise and collapse. Watching Kelan with something that started as curiosity and has become, against her better judgment, something else entirely.
King Alaric Crownbreaker
Obsidian Blade
King of the Northern Reaches
Elowen's father. Publicly the most powerful human king in Aedras. Secretly a member of the Obsidian Blade — an order whose agenda runs deeper than any throne.
Idris val Thorn
Antagonist
The Vampire King
Primary antagonist. The oldest sovereign still walking. He does not want the empire — he wants what Arcturus hid at its foundation. And he has been patient for five thousand years.
Tamar Ashhand
Assassin
The Silent Creed
One of the most feared assassins in Aedras. Member of the Silent Creed. Her loyalty is the most valuable thing in the known world — and the most expensive.
The World
World
Aedras
Gap from First to Second Emperor
5,000 years
Magic system
True Power · The Current (three streams)
Orders
Obsidian Blade · The Silent Creed
Kelan's age (canon start)
18
Status
Active development
“If only you were more.”
Elowen to Kelan · The line the canon begins with