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From the Future Prep blog

AI-generated output ownership gap illustrated by a stamped document dissolving into blank paper on a desk

Who Owns What Your AI Produces?

The EU AI Act regulates AI inputs but says nothing about who owns the output. Most governance programmes have not addressed this gap. Here are four steps to close it.
AI workforce productivity research 2026 showing increased workload after AI adoption

AI Workforce Productivity: More Work, Not Less

Three major research studies from early 2026 agree: AI workforce productivity does not improve because employees work less. It suffers because they work more. Here is what the data shows, why it happens, and what SME leaders should do differently.
Calendar showing missed February 2026 deadline for EU AI Act high-risk guidance with unopened document on desk

AI Act 2026: The Missing Guidance SMEs Cannot Afford to Ignore

The European Commission missed its 2 February 2026 deadline to publish EU AI Act high-risk guidance. With August 2026 obligations still in force, EU SMEs cannot afford to wait for official clarity before acting.
A plug being pulled from a socket marked with EU stars, illustrating EU digital sovereignty risk and AI vendor dependency.

EU Digital Sovereignty: Don’t Wait for Washington

The Anthropic–Pentagon clash and the OpenAI deal that followed show how quickly access to a key AI platform can be reclassified by U.S. policy. EU organisations need a sovereignty-aware AI strategy before the next disruption forces the question.

Europe’s Hybrid AI Sovereignty Model: What It Means for SMEs

Europe is building a hybrid AI sovereignty approach that links AI Act governance with shared compute and federated cloud infrastructure. This guide explains what it means for SMEs, procurement, and practical AI deployment choices.
Delegates reviewing documents on global AI governance at the Delhi AI Summit in New Delhi.

Delhi AI Summit: Global AI Governance Divide Deepens

The Delhi AI Summit exposed a sharp divide on global AI governance, with the US rejecting centralized rules and the EU backing multilateral standards.

Latest News

Short updates

AI Act: only eight Member States ready

Compliance teams are being asked to operationalise AI Act obligations against an enforcement infrastructure that is visibly incomplete. The Digital Omnibus adds a second layer of uncertainty: the rules themselves may still shift before August. The actionable question for practitioners is not whether to act but how to build governance structures that can flex if deadlines or obligations move.

“EU sovereign cloud”: a marketing label

Organisations in regulated sectors are making procurement decisions based on sovereignty claims that the current regulatory framework cannot yet verify. The gap between what hyperscalers call sovereign and what EU law actually requires is concrete and consequential; especially for organisations with US parent companies or Singapore branches where data jurisdiction matters.

Reuters made AI literacy mandatory

AI literacy is no longer a training budget aspiration. Article 4 of the AI Act requires providers and deployers to ensure sufficient AI literacy among staff and is already in force since February 2025. Reuters is a useful benchmark because it is a knowledge-work organisation, not a tech company, which makes the parallel directly relevant to legal, compliance, consulting and media teams.

AI Act: Five Months to Go

Five months is not much time if you have not started. SMEs deploying AI in HR, hiring, finance or safety-critical processes need to classify their tools now, not in July. The conformity assessment process – documentation, risk registers, human oversight protocols – takes longer than most teams expect. The good news is that the August deadline applies to new deployments; legacy systems in regulated products have until 2027. Start with an AI inventory. Everything else follows from that.

US AI Framework Targets State Patchwork

The White House’s March 20 National Policy Framework pushes a unified federal baseline for AI safety, child protection, intellectual property safeguards, and fraud prevention, explicitly aiming to preempt a confusing patchwork of state-level regulations and foster consistent national oversight. This move signals President Trump’s administration prioritizing streamlined governance over fragmented rules.

US States Advance AI Regulation Wave

New York proposes mandatory notices for generative AI outputs, Oregon targets oversight for AI “companion” apps handling sensitive interactions, and Utah strengthens rules on explicit deepfakes; running parallel to federal efforts and creating immediate compliance headaches for multi-state operators. These bills highlight growing bipartisan momentum at the state level, with enforcement teeth like civil penalties and injunctions already in committee drafts.

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