Brent Ho · 2 active projects · 1 case in progress
Case studies, working notes, and a professional dossier covering AI & learning, work & organisations, and language & judgment.
Placeholder Case. Real content, evidence, and artefacts will land here after the first BN voice pass.
Does explicit sampling widen the useful search space of an LLM, and under what conditions does that improve the final answer?
prompt-condition matrix · blind evaluation · candidate-set coverage measurement
PLACEHOLDER — pending voice pass.
Placeholder slot. A real Case will land here once the first voice pass ships.
Reserved slot. A real bounded investigation will land here.
method pending
PLACEHOLDER — pending voice pass.
Placeholder slot. A real Case will land here once the first voice pass ships.
Reserved slot. A real bounded investigation will land here.
method pending
PLACEHOLDER — pending voice pass.
How non-technical people acquire real capability through AI-assisted problem-solving, and where borrowed clarity fails.
What work actually requires, where job descriptions drift from the work, and what scale amplifies rather than repairs.
How language reveals or conceals judgment, and what an authorship-visible voice looks like under LLM assistance.
Independent research practice on language, judgment, representation, and tacit expertise. Parent site of methods referenced from BrentNotes.
View projectExperimental conversational decision-support project. Built from LT-related methods to study how language transforms experience into rules, thresholds, identities, predictions, and recursive thought.
View project21 August 2026 · Method note
Placeholder Note demonstrating the Claim Card subset adopted from the Publication OS.
Looking for evidence-led judgment on AI, learning, or work? Start with the CV, then follow the cases back to artefacts.