Web3 & AI Research & Insights
1138 articles across AI, Web3, markets, health, culture & more
AI · Web3 · Public Chains · US Stocks · Tech · Gaming · Health · MBTI · Japan · Philosophy — from iBuidl
Turn Anthropic’s Risk Disclosures into Better Vendor Questions
A procurement interview turns Anthropic’s public risk disclosures into contract-specific evidence about availability, data handling, model change, evaluation, and exit readiness.
Claude's Drug-Development Partnerships Need More Than a Faster Draft
An evidence ladder reads the October 27 Claude research partnerships through candidate handoffs, experimental endpoints, manufacturing review, and the evidence required for claims about patients.
Budget a Million-Token Gemini 4 Argon Job Before It Starts
Three handbook-generation designs show how Gemini 4 Argon shares capacity across input, thinking, and output, with explicit artifact review, job recovery, and usage denominators.
GPT-6.1 Terra and the Invoice That Was Almost Finished
An invoice-processing trial turns the GPT-6.1 Terra launch into four concrete acceptance cases, a review workload, and a cost-per-completed-record calculation.
Prepare a Japanese Bank Transfer Before Pressing Confirm
A payment-desk dialogue and annotated receipt explain recipient details, Japan Post account formats, payer references, scheduling, duplicate prevention, and uncertain fund recovery.
Anthropic’s Public Benefit Promise Becomes a Governance Question
Three hypothetical board dockets examine how Anthropic’s public-benefit purpose could shape evidence, authority, tradeoffs, participation, reporting, and correction without guaranteeing outcomes.
Who Gets to Write the Rules for a Shared Workshop?
A fictional shared workshop drafts rules for membership, scarce machine time, money, invisible work, monitoring, sanctions, neighbors, and amendment without treating identical shares as complete fairness.
You Must Decide Before You Can Be Certain
An original reading-club dialogue uses Clifford and James to distinguish inquiry, belief, planning assumptions, authorized commitment, public promises, and revision under a real deadline.
Two Equal Mistakes, Two Unequal Outcomes
A paired archive-loss case separates equal carelessness, unequal harm, agent regret, repair obligations, and later conduct without pretending the problem of moral luck is settled.
When Does a Helpful Warning Become Someone Else’s Decision?
Five versions of a bridge encounter distinguish information, temporary interruption, costly overrides, informed-choice vetoes, and protection of others, with a digital-design application.
Read Anthropic’s Growth Through Cohorts, Not an Annualized Headline
Two invented customer ledgers explain Anthropic’s disclosed retention definition, cohort selection, contraction, expansion, annualized usage, concentration, and the limits of a single growth ratio.
An IPO Cash Balance Is a Starting Point for a Runway Model
A four-quarter treasury tabletop turns a dated cash balance into explicit receipt, payment, collateral, financing-timing, and funding-gap scenarios without treating an IPO filing as received cash.
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