Research briefs · Topic hub
Technology & AI
Source-backed briefs on software, artificial intelligence, cloud, data, security, and digital standards.
Market reports
- Creator Economy Platforms: Revenue Rails, Not a Single Market — A source-backed look at the platforms that help creators earn from advertising, subscriptions, commerce, and direct audience support.
Editorial briefs
- What belongs in an AI risk register? — A practical way to turn the NIST AI Risk Management Framework into owned, reviewable enterprise work.
- When should a generative AI evaluation block release? — Why release gates should connect measured behavior to a clearly defined use context.
- Does RAG reduce or relocate AI risk? — Retrieval can improve grounding while creating a larger data-governance and security surface.
- What can content credentials actually prove? — C2PA provenance can authenticate an asset's recorded history without deciding whether its message is true.
- How should cloud shared responsibility become a control map? — Provider responsibility statements need to be translated into service-specific customer ownership.
- What makes a cloud exit plan credible? — A credible exit plan tests data, identity, network, software, and contract dependencies before urgency arrives.
- Can FOCUS make multicloud bills comparable? — A common billing schema improves normalization but does not eliminate allocation and unit-economics choices.
- When does an SBOM become operationally useful? — Inventory files create value only when products, versions, vulnerabilities, and response ownership stay connected.
- What evidence should support secure-software attestations? — Attestation should rest on repeatable development evidence rather than a signature gathered at procurement time.
- Is zero trust a network redesign or an authorization redesign? — The durable shift is from trusted locations to explicit, resource-level access decisions.
- Where should enterprises deploy passkeys first? — Passkeys remove shared secrets from authentication, but recovery and device policy decide rollout quality.
- Why start post-quantum migration with inventory? — New standards are usable, but migration depends on finding cryptography embedded across systems and suppliers.
- What should an open-source license policy decide? — A useful policy separates license permission, distribution obligations, security, and project health.
- What does build provenance add beyond an SBOM? — An SBOM describes components; provenance records how an artifact came to exist.
- What belongs in a Kubernetes security baseline? — A baseline should combine workload restrictions, identity, network policy, image controls, secrets, and auditability.
- Does OpenTelemetry prevent observability lock-in? — Portable instrumentation improves choice, while schemas, backends, retention, and operating practices still matter.
- What portability does an open table format provide? — Apache Iceberg standardizes table metadata and behavior, not every catalog, engine, or governance feature.
- Can a provenance standard fix data lineage? — W3C PROV supplies a common model, but reliable lineage still depends on capture and identity.
- Is an OpenAPI file an enforceable API contract? — The description becomes a contract only when lifecycle tooling checks implementation and compatibility.
- Where do verifiable credentials fit enterprise identity? — Portable signed claims can reduce point integrations, but trust governance remains the hard part.
- Productivity measures output, not busyness — A practical guide to interpreting labor-productivity releases without turning a macroeconomic ratio into a worker score.
- Telework security is an operating model — Remote access is safer when organizations manage devices, identity, networks, data, and user behavior as one system.
- Workplace AI needs named risk owners — A useful AI policy assigns responsibility for validity, privacy, security, monitoring, and human review across the system lifecycle.
- Digital tools do not guarantee productivity — Technology can complement skills and process redesign, but procurement alone is not evidence of improved output.
- Workplace surveillance needs data discipline — Monitoring tools create security, privacy, discrimination, and governance obligations alongside any operational benefit.
- Accessible technology expands work participation — Accessibility belongs in procurement and workflow design, not as a retrofit after a worker encounters a barrier.
- Fab resilience starts with water systems — Semiconductor capacity plans must treat water quality and reuse as production infrastructure.
- Advanced packaging becomes strategic capacity — System performance increasingly depends on integration beyond the fabricated die.