Latest edition
Blog · 267 analyses
Context for better decisions.
Analysis on AI, cybersecurity, regulation, governance and digital systems. With sources, practical consequences and one clear next action.
All analyses
193–204 of 267
Current knowledge, organised by topic, date and practical consequence.
The official table lists 10 August as shutdown and points to `gemini-embedding-2`. Vectors from different models should not be mixed as if they shared one semantic space.
Read analysis
Decree-Law 125/2025 placed cybersecurity governance on the formal agenda of management bodies. Delegating preparation to the cybersecurity officer does not transfer the decision.
Read analysis
Agents connect models, tools, and data. Reusing human credentials or shared secrets destroys least privilege, selective revocation, and proof of who authorised each action.
Read analysis
Audit is necessary but does not prevent an improper transfer, publication, or change. Agents with real effects need runtime gates that allow, constrain, escalate, or stop action.
Read analysis
The new demo combines a ReAct agent, MCP, profiling, and OpAMP and renames `app.*` attributes to `demo.*`. It is a living reference, not a production-ready blueprint.
Read analysis
The stable release carries a contract change: `temperature`, `top_p`, and `top_k` are ignored and may cause errors in future models. A safe migration measures behaviour, not availability alone.
Read analysis
Generative systems placed on the market before 2 August may receive four additional months for Article 50(2) technical marking. The rest of Article 50 did not receive a blanket delay.
Read analysis
CISA placed the flaw in KEV and requires vendor-directed mitigation. The decisive detail is that the observed bypass assumes the device was already compromised at filesystem level.
Read analysis
AI agents can scale obsolete policy with great efficiency. Review must ask whether the control still reduces the risk that justified its creation.
Read analysis
On 9 August, 7.1.8, 6.18.44, 6.12.103, 6.6.151, and 7.2-rc7 arrived. A healthy fleet follows the platform and distribution channel, with canaries and runtime proof.
Read analysis
The official Gemini API table gives three Imagen 4 models nine days before shutdown and recommends `gemini-3.1-flash-image`. A name substitution without an acceptance corpus can trade an outage for silent regressions.
Read analysis
Article 50 of the AI Act now applies. Machine-readable marking, deepfake disclosure, and user information are not the same obligation — and a detached caption can vanish when content is cropped, exported, or reposted.
Read analysisHow we publish
Every analysis links the official documentation it relies on.
We translate change into decisions, owners and evidence.
We update the analysis when facts or guidance change.
We disclose generated photography and credit documentary photography.
From context to execution
We map the problem, write the scope and build the solution with acceptance criteria.
