Velqory Blog | AI, cybersecurity and regulation

All analyses

61–72 of 267

Current knowledge, organised by topic, date and practical consequence.

Conceptual scene of two people handing a generic module between open structures — Continuity depends on verifiable knowledge transfer. Editorial metaphor; it does not depict GIMP or an actual migration.AI-generated image under Velqory editorial direction.

Governance06 Sept 20265 min read

Open source: the licence is the beginning, not the maintenance plan

OSOR’s GIMP spotlight prompts a concrete decision: who maintains the tool, supports the team and ensures continuity?

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Conceptual illustration of modules passing through three validation stages with a separate copy — A control-plane change needs a comparison and a return path. Metaphor, not an actual cluster.AI-generated image under Velqory editorial direction.

Digital systems06 Sept 20265 min read

Kubernetes 1.37: measure RangeStream before promising lower memory use

Streaming etcd reads reaches beta. How to confirm use, assess its effect in your cluster and prepare a safe reversal.

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Conceptual composition of documents separated into trays before a decision box — A model response needs its own validation boundary before reaching a system that produces effects. Conceptual representation, not a real application.AI-generated image under Velqory editorial direction.

Artificial intelligence05 Sept 20265 min read

AI outputs: validate before execution

A well-structured response can still be dangerous input. The decisive control sits between the model and the tool.

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Conceptual archive with cards, magnifying glasses and a physical timeline distinguishing services and obligations — Analysis begins with the designated service and the applicable obligation. Conceptual composition, not a Commission proceeding or document.AI-generated image under Velqory editorial direction.

Regulation05 Sept 20265 min read

DSA: what the ChatGPT, Reddit and Roblox designations change

The European decision strengthens obligations for designated services. It does not automatically turn every business customer into a very large platform.

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Conceptual inspection line where teams check components before accepting them — Admitting a dependency requires verifiable identity, version and origin. Editorial metaphor, not a real audit or attack.AI-generated image under Velqory editorial direction.

Cybersecurity05 Sept 20265 min read

Dependencies: decide admission before trusting the lockfile

The correct name, expected origin and approved version are different questions. A signature does not choose the package for you.

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Conceptual team tracks an execution line with a limited supply of budget tokens — Consumption needs limits during execution and reconciliation afterwards. Conceptual metaphor, not actual costs or metrics.AI-generated image under Velqory editorial direction.

Governance05 Sept 20265 min read

FinOps for AI: stop the loop, then reconcile the bill

A monthly chart does not resolve an anomaly. Consumption must connect to the execution, its owner and the decision to continue.

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Two operators review conceptual modules across three stages with a separate fallback module — Feature maturity and acceptance in a cluster are separate decisions. Conceptual composition, not real Kubernetes hardware or testing.AI-generated image under Velqory editorial direction.

Digital systems05 Sept 20265 min read

Kubernetes 1.37: adopt DRA by feature, not by label

The 3 September summary combines stable, beta and alpha features. Acceptance must prove the allocation path your workload actually uses.

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Conceptual mechanical chamber between modules, with a separate tray for recording a decision — A boundary between proposal and execution; this is not an ACS implementation. AI-generated image under Velqory editorial direction.AI-generated image under Velqory editorial direction. Reused conceptual archive image.

Artificial intelligence04 Sept 20265 min read

OWASP ACS: a model response is not authorisation

The new agent-control framework gives teams a concrete reason to examine where a proposal becomes a permitted action.

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Two people inventory a generic device and components arranged in sequence — Inventorying older products helps prepare triage; this scene does not document an incident. AI-generated image under Velqory editorial direction.AI-generated image under Velqory editorial direction. Reused conceptual archive image.

Regulation04 Sept 20265 min read

CRA: an older product is not outside reporting duties

Before 11 September, separate three dates: market placement, vulnerability identification and awareness of active exploitation.

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Conceptual mechanical objects facing separate doors, each with its own key — Different access rights require distinct revocation decisions; these are not real credentials. AI-generated image under Velqory editorial direction.AI-generated image under Velqory editorial direction. Reused conceptual archive image.

Cybersecurity04 Sept 20265 min read

After login: consent grants and sessions need controls too

CERT-EU's August Cyber Brief is a starting point for reviewing access that survives authentication and how to terminate it.

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Cubes connected by arrows on a conceptual map beside components and folders without readable text — A dependency chain for procurement analysis; this is not a photograph of the EU–Taiwan dialogue. AI-generated image under Velqory editorial direction.AI-generated image under Velqory editorial direction. Reused conceptual archive image.

Governance04 Sept 20265 min read

EU–Taiwan: two procurement offers may hide one dependency

The semiconductor dialogue should reach procurement as a question about substitution, not as a guarantee of capacity.

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Two people move modules across three miniature environments, with a separate fallback copy — A pilot with a fallback path; the modules do not represent a real Kubernetes cluster. AI-generated image under Velqory editorial direction.AI-generated image under Velqory editorial direction. Reused conceptual archive image.

Digital systems04 Sept 20265 min read

Kubernetes 1.37: rootless reaches beta, a pilot still matters

The default-enabled gate does not convert an existing cluster. Work starts with the host user, drivers and recovery evidence.

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How we publish

Each analysis links to the official source and says what changes in practice.

01Sources in view
Every analysis links the official documentation it relies on.
02Operational context
We translate change into decisions, owners and evidence.
03Continuous review
We update the analysis when facts or guidance change.
04Identified imagery
We disclose generated photography and credit documentary photography.

From context to execution

Is there an obligation or a system that needs to become operational?

We map the problem, write the scope and build the solution with acceptance criteria.

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