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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

205–216 of 267

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

Network of physical tools connected to a central cutoff while two people test dependencies
In a multi-agent system, authority, memory, tools, and failures belong to the network — not only to each agent.AI-generated image under Velqory editorial direction.
Governance12 min read

Multi-agent systems: testing each agent separately leaves the main risk unmeasured

An international research call closes today and names testbeds, agent networks, infrastructure, and oversight as priorities. The prudent signal is an evidence gap: coordination and correlated failures need their own tests.

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Two professionals move a request through physical stages toward a human-reviewed output
When AI starts completing tasks, useful control connects the request, data, output, decision, and owner.AI-generated image under Velqory editorial direction.
Artificial intelligence12 min read

AI has moved from asking to doing — inventory the tasks before writing the policy

Data published yesterday by OpenAI shows, within its own individual-account dataset, a shift from answers toward producing work. The signal is useful, but it does not measure company approval, productivity, or risk: that requires an internal task inventory.

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Two specialists compare conventional and renewable physical networks through modular connections
Deadline, legal act, market role, contract, and data must fit in the same compliance map.AI-generated image under Velqory editorial direction.
Regulation13 min read

Gas and hydrogen: the 5 August deadline has passed — verify what the contract can already prove

Directive (EU) 2024/1788 set 5 August 2026 as its transposition deadline. The verified Portuguese act explicitly describes a partial transposition; companies should separate EU text, national acts, ERSE rules, and contractual commitments before assuming everything changed — or nothing did.

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Analysts isolate three generic modules and organise remediation and preservation materials
KEV changes priority; exposure, containment, remediation, hunting, and evidence close the response.AI-generated image under Velqory editorial direction.
Cybersecurity11 min read

Three KEVs reach their deadline today: Langflow, Tomcat, and N-central need proof, not a ticket

CISA catalog 2026.08.06 retains three vulnerabilities added on 4 August with a 7 August remediation deadline. The deadline binds the federal scope defined by CISA; for a Portuguese company, known exploitation is a priority signal, not a transplanted US obligation.

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Two owners transfer a generic module between independent structures and verify replacement parts
Sovereignty becomes measurable when build, maintenance, portability, and a rehearsed exit exist.AI-generated image under Velqory editorial direction.
Governance12 min read

Open source is not sovereignty by itself — proof is the ability to maintain, switch, and exit

The 2026 Digital Decade report says 85% of Europeans support investment in EU-developed infrastructure and 82% favour reducing external dependency. The new European strategy places open source at the centre, while recognising the issue that decides the outcome: long-term maintenance and governance.

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Two engineers move a module through three environments while retaining a complete rollback copy
A safe patch window starts with compatibility and ends with proven observation and rollback.AI-generated image under Velqory editorial direction.
Digital systems11 min read

Kubernetes: the cherry-pick deadline is today — safe change starts before 11 August

The official schedule sets 7 August as the cherry-pick deadline and 11 August as the monthly patch target. The project itself warns that dates may vary: today is the time to close the rehearsal, not install a version that has not been published.

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Team evaluates a physical model of compute capacity, energy, data, and workloads
More capacity creates value only when use case, data, security, total cost, and exit are defined.AI-generated image under Velqory editorial direction.
Artificial intelligence14 min read

AI Gigafactories: €30 billion of capacity does not replace a use case

The European Union has opened a tender for up to seven AI Gigafactories, backed by up to €10 billion in public funding and at least €20 billion in expected private investment. For a company, the useful decision is not to admire the scale: it is to prove there is a workload that deserves the infrastructure.

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Two reviewers measure offer visibility across equal lanes and an open alternative route
Effective choice depends on ranking, presentation, communication, and a usable alternative route.AI-generated image under Velqory editorial direction.
Regulation13 min read

Google and the DMA: €890 million shows that choice needs proof, not a link

The Commission adopted two non-compliance decisions: €460 million for self-preferencing in Google Search and €430 million for steering restrictions in Google Play. The operational lesson is precise — ranking, presentation, cost, and the alternative route must work together.

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Engineers isolate a continuous-integration pipeline module and preserve evidence
Updating the version is one step; closing risk requires exposure, credentials, investigation, and monitored return.AI-generated image under Velqory editorial direction.
Cybersecurity15 min read

TeamCity entered KEV: patching is not enough to close the risk

CISA added CVE-2026-63077 to its exploited-vulnerability catalog on 5 August, with a federal due date of 8 August. The flaw enables unauthenticated remote code execution in affected TeamCity versions. For Portuguese companies, that date is not automatically binding; known exploitation is the immediate priority signal.

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Team simplifies a process map while retaining four control checkpoints
Simplifying the control form does not remove the need for ownership, competence, monitoring, and evidence.AI-generated image under Velqory editorial direction.
Governance14 min read

AI Omnibus: simplifying the rule is not permission to delete the control

Regulation (EU) 2026/1744 entered into force on 27 July. It extends timelines, adjusts duties, and provides flexibility, but does not remove accountability for competence, risk, monitoring, and evidence. Governance must separate what the law changed from what operations still need.

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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.