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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.
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181–192 of 267
Current knowledge, organised by topic, date and practical consequence.
An ISACA analysis published on 12 August highlights the gap between the speed of AI applications and guardrails designed for stable technology. The issue is not writing more policy, but knowing when a decision is no longer valid.
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The coordinated 13 August update covers every supported branch and includes fixes affecting the planner, WAL, replication, indexes, and clients. The announcement also confirms that 18.5 was not shipped because of a regression.
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Programmatic Tool Calling writes JavaScript in an isolated V8 runtime to filter, join, and validate results. It is a good way to reduce intermediate output; it is a bad way to hide approvals, external effects, or evidence the user needs to see.
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In July, the Commission accepted a corrective plan covering search, completeness, API access, and researcher access. The case creates no new general rule, but it offers a useful test of whether transparency exists beyond the interface.
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CISA added three known exploited vulnerabilities yesterday. Two have a three-day window and distinct remote impacts; the third is local privilege escalation. Putting them in one generic patch queue loses both the deadline and the right response.
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Representing requirements, controls, and evidence as data reduces duplication and improves traceability. Turning ambiguous legal language into a boolean without version, context, and authority only makes the error faster.
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The Kubernetes project revisited its strict YAML dialect yesterday. It works with existing parsers and reduces indentation and typing ambiguity; it is not a mandatory new format and does not replace schema, policy, or drift validation.
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Until 31 August, Anthropic charges $2 per million input tokens and $10 for output, then lists $3 and $15. The same input may also use 1.0–1.35× more tokens because of the tokenizer.
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Member States have until 31 August 2026 to complete milestones and targets. Later actions cannot be considered, and the final payment request with evidence is due 30 September.
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The monthly bulletin starts the inventory. Priority combines known exploitation, exposure, privilege, service criticality, compensating controls, and rollback confidence.
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Models, data, tools, price, law, and threats change. A permanent decision based on one snapshot turns risk review into archaeology.
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The roadmap schedules an update for every supported version. Minor normally avoids dump/restore, but extensions, replicas, packaging, regressions, and special steps still matter.
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