Knowledge Repository
Long-form analysis, commentary, technical writing and practical guides across AI, blockchain, crypto, Web3, publishing and technology.
W3C’s draft Digital Credentials API could move credential exchange into a browser-mediated flow. The browser can improve consent and origin binding, but it cannot decide which issuers or claims a service should trust.
Anthropic's Agent Skills donation is good governance. The harder work is making portable skills trustworthy before they spread across agent platforms.
New BIS and Bank of Canada research shows why stablecoin payment claims need to measure FX, liquidity, on-ramps, compliance and time to usable funds—not just blockchain fees.
Ethereum’s Glamsterdam upgrade changes more than capacity. It turns gas, state access and builder interfaces into versioned dependencies teams must test.
Anthropic’s embedded-evaluator model and the renewed Canada–UK AI security partnership point to the same lesson: access without publication rights is not independent oversight.
Canada’s Stablecoin Act governs issuers, but payment services and trading remain separate compliance layers. Builders need to map the role their product actually performs.
Anthropic’s report on unintended agent actions shows why live-web benchmarks need containment, separate boundary scores and safer test environments.
Ethereum’s draft transaction-assertion design points to a better wallet standard: enforce the result a user accepts, not only the call they authorize.
Swift reports live tokenised payments across five currencies. Businesses should test usable customer funds and final interbank settlement as separate milestones.
Ethereum’s new zkAPI can hide which funded balance paid for an AI session. Its real lesson is that payment privacy, network privacy and prompt privacy are separate engineering problems.
The SEC's new crypto-custody proposal expands lawful options. My view: regulation should judge custody by recovery, verification and insolvency outcomes—not key control alone.
OpenAI's new always-on agents make persistence a product feature. Businesses now need explicit operating contracts for scope, evidence, budgets and stop conditions.
The SEC’s temporary exemption opens a narrow path for tokenized-stock trading, but its real lesson is operational: rights, code, market controls and disclosures must stay aligned.
A post is not finished when a database row says published. It is finished when the reader page, assets, crawler HTML, RSS identity and share previews agree.
New Canadian privacy guidance does not ban outsourcing or create a new AI law. It makes data mapping, training use, auditability, optional features and exit planning part of responsible AI procurement.
Ethereum’s new 2029 target is a useful commitment, not a forecast of quantum attacks. The next test is whether migration progress becomes measurable for the people building on it.
OpenAI’s new misalignment disclosures raise a practical question for businesses: how do you keep an agent’s authority within the task you actually approved?
Visa’s new research points to a gap between using AI and trusting it with payment. My view: useful AI commerce starts with understandable limits and a clear path to correction.
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