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Regulation, AI and cybersecurity, with sources in view.

Context for better decisions.

Analysis on AI, cybersecurity, regulation, governance and digital systems. With sources, practical consequences and one clear next action.

All analyses

133–144 of 267

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

Conceptual editorial composition about nist tevv-athlon: evaluate ai by real-world effect, not only output
Use the draft to structure a pilot, clearly marking what is draft guidance and what is an approved internal criterion.AI-generated image under Velqory editorial direction.
Artificial intelligence10 min read

NIST TEVV-Athlon: evaluate AI by real-world effect, not only output

NIST opened consultation on the AI 200-2 TEVV-Athlon draft on 7 August through 6 October. The framework aims to adapt testing, evaluation, verification, and validation to systems including LLMs, multimodality, and agents, with focus on context and impact.

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Conceptual editorial composition about dora: the ict information register works only when contract, service, and entity reconcile
Treat the register as a governed data product with keys, owners, validations, reconciliation, and a change lifecycle.AI-generated image under Velqory editorial direction.
Regulation10 min read

DORA: the ICT information register works only when contract, service, and entity reconcile

DORA requires financial entities to maintain a register of information on contractual arrangements with ICT providers. The operating challenge is not filling fields once, but keeping contract, legal entity, service, supported function, subcontracting, and exit coherent.

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Conceptual editorial composition about after 21 august: verify closure of the four kevs on the asset, not in the ticket
Do not accept an aggregate percentage; require population and proof by product, separating fixed, mitigated, retired, exception, and unknown.AI-generated image under Velqory editorial direction.
Cybersecurity10 min read

After 21 August: verify closure of the four KEVs on the asset, not in the ticket

The IKE, SharePoint, vCenter, and macOS Screen Sharing deadline ended on 21 August. The next morning should be used to reconcile the real population, confirm post-remediation state, and investigate exceptions and previously exposed assets.

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Conceptual editorial composition about from atari to eve online: games are useful test environments, not automatic proof of generalisation
Use game results to test specific hypotheses and require an explicit bridge between the measured property and the real task.AI-generated image under Velqory editorial direction.
Artificial intelligence10 min read

From Atari to EVE Online: games are useful test environments, not automatic proof of generalisation

Google DeepMind published a 21 August retrospective on 15 years of games research and announced work with developers on new prototypes. Games offer rules, feedback, and repeatability; the real world adds consequences, ambiguity, and stakeholders absent from the environment.

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Conceptual editorial composition about internal audit in digital transformation: useful assurance must stay close to change
Update the auditable universe when technology, supplier, automated decision, or material requirement changes.AI-generated image under Velqory editorial direction.
Regulation10 min read

Internal audit in digital transformation: useful assurance must stay close to change

The European Commission highlighted on 21 August the need for internal audit to keep pace with digital transformation, AI, and new ways of working. For regulated organisations, this reinforces planning assurance around change and risk, not only the annual calendar.

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Conceptual editorial composition about zimbra cve-2026-73570: smtp can reach command execution when snmp is enabled
Treat SMTP-exposed servers as urgent until version and absence of the zimbra-snmp/notifications combination are proven, preserving evidence before change.AI-generated image under Velqory editorial direction.
Cybersecurity12 min read

Zimbra CVE-2026-73570: SMTP can reach command execution when SNMP is enabled

CISA added CVE-2026-73570 to KEV on 21 August with a 24 August deadline. NVD describes remote command execution in Zimbra Collaboration before 10.1.20 when zimbra-snmp is installed and SNMP notifications are enabled.

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Conceptual editorial composition about observed topology: use entity events to explain change, not to build another cmdb
Use the stream as observed state and reconcile it with the source of truth; do not let one event automatically rewrite ownership or intent.AI-generated image under Velqory editorial direction.
Digital systems10 min read

Observed topology: use entity events to explain change, not to build another CMDB

Entity events can show that hosts, interfaces, services, or volumes appeared, changed, or disappeared. Their greatest value is correlating change with failure and deployment while keeping desired state in another source.

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Conceptual editorial composition about ai futures: power, autonomy, and accountability are trade-offs, not slogans
Use the essay as argument and hypothesis, distinguishing it from corporate policy, empirical evidence, and normative requirement.AI-generated image under Velqory editorial direction.
Artificial intelligence10 min read

AI Futures: power, autonomy, and accountability are trade-offs, not slogans

OpenAI launched the AI Futures blog on 20 August with an essay on concentration of power, individual autonomy, and institutional mechanisms. The page explicitly states that the post reflects the author’s views and not necessarily the organisation’s position.

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Conceptual editorial composition about rrf by 31 august: completing activity is not enough without milestone acceptance
Manage each milestone as an acceptance dossier with definition, evidence, owner, reviewer, gaps, and decision, not as a project percentage.AI-generated image under Velqory editorial direction.
Regulation10 min read

RRF by 31 August: completing activity is not enough without milestone acceptance

The final Recovery and Resilience Facility calendar requires milestones and targets to be completed by 31 August 2026. The approaching deadline makes the difference between work performed, admissible evidence, and acceptance by the competent chain critical.

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

  1. 01Sources in view

    Every analysis links the official documentation it relies on.

  2. 02Operational context

    We translate change into decisions, owners and evidence.

  3. 03Continuous review

    We update the analysis when facts or guidance change.

  4. 04Identified imagery

    We disclose generated photography and credit documentary photography.

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.