What's new
Everything that changed here, newest first: research, patents, portfolio works, books, and the site itself.
September 2026
NewResearch & IP
Causal Evaluation plan
Choose enough comparison to tell whether a recomposed workflow caused the claimed change.
NewResearch & IP
Cheapest next test
Reduce the most important uncertainty with the least time, money, access, and patient exposure reasonably required.
NewResearch & IP
Claim-to-product map
Translate a claim or technical principle into a current workflow, buyer, product wedge, and demand experiment.
NewResearch & IP
Commercial discovery and IP optionality checklist
Plan customer learning, demonstrations, and publication without casually surrendering useful options.
NewResearch & IP
Commercialization mode decision memo
Force competing cases for building, attaching, licensing, selling, holding, opening, or abandoning an asset.
NewResearch & IP
Commercially irreducible constraint map
Trace customer value to the smallest constraint a capable rival cannot remove without losing that value.
NewResearch & IP
Credential Exposure profile
Count where credentialed time, authority, supervision, and liability enter one accepted outcome.
NewResearch & IP
Credentials as insurance
Training, credential, licence, supervision, and liability cover exist as a stack because each layer is insufficient alone. An AI worker arrives with none of them.
NewResearch & IP
Cross-signal scorecard
Compare spending, science, translation, delivery, policy, rights, and commercial movement without hiding confidence.
NewResearch & IP
Customer-led IP evidence log
Keep customer behavior connected to claim, continuation, filing, and maintenance choices.
NewResearch & IP
Data readiness before automation
Most assembled systems fail before any model runs, because the data they depend on is incomplete, inconsistent, or somewhere nobody checked.
NewResearch & IP
Dependency and Common Mode Failure map
Show which workers share models, sources, policies, tools, identities, vendors, and people so one fault cannot spread unseen.
NewResearch & IP
Evidence debt register
Make stale, weak, unsupported, single-source, and unresolved claims visible before they quietly drive decisions.
NewResearch & IP
Evidence freshness register
Set the useful life, refresh schedule, and decision trigger for every public signal used in active research.
NewResearch & IP
Evidence ladder
Rank evidence by the scarce real-world commitment it reflects, from public signal through replicated outcome.
NewResearch & IP
Evidence Supply Chain
Keep every consequential operational claim connected to its source, custodian, transformations, and useful life.
NewResearch & IP
Failure mechanism map
Locate where a regulated intervention fails, what can be measured, and which party can change the binding condition.
NewResearch & IP
Fidelity under acceptance testing
Judge a reflection by the work it improves. Add one fact, rerun the task, and keep the fact only if the accepted outcome gets better.
NewResearch & IP
Founder-to-IP matching matrix
Test whether an operator's knowledge, access, data, rights, and timing make an underused asset more practical.
NewResearch & IP
From applications to work
Businesses do not need CRM software; they need work performed. Decompose the outcome into roles, tasks, workflow, and capabilities, and the application stops being the organizing unit.