Lab
Lab
The technical tier of the practice. Articles, projects, news. Where the site's claims become evidence, numbers, code, papers.
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8 technical pieces on deterministic verification, Private AI, architecture, epistemology.
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3 active projects: paper, homelab, open-source.
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Operational updates and milestones.
Latest articles
Meta-knowhow: the new superpower in the age of AI
A professional's value was once measured by what they knew. Today, when AI systems aggregate and refine information faster than any individual, raw kn...
GPUs are for interpretation. CPUs are for operational knowledge.
Most people think AI infrastructure ends with the model. It doesn't.
Fluency is not reasoning. LLMs need a logic layer.
More than a year ago, I wrote that a serious direction for AI was Transformers + Prolog. Today I would phrase it more precisely: LLMs need a declarati...