ESG & Sustainability teams at Telecommunications firms operating under digital infrastructure environmental impact and data-centre energy reporting are increasingly using AI to populate annual sustainability reports with OECD-cited national data-centre energy benchmarks, draft board briefings on digital-infrastructure footprint across European operations, prepare regulatory data submissions referencing OECD national baselines, and validate disclosed figures against regulator-cited primary sources.
The OECD's 2025 Revision of the Recommendation on Digital Technologies and the Environment carries a named, citable statistic on Ireland's data-centre share of metered electricity, drawn from Ireland's Central Statistics Office, that ESG & Sustainability teams at telecommunications firms will reach for when populating sustainability disclosures, ESG investor responses, and regulatory briefings on digital-infrastructure environmental impact. That statistic is exactly the kind of figure the RLB Specialist Panel tested two frontier AI subjects against.
The RLB Specialist Panel issued a Specialist Panel application-style question on the share of Ireland's 2021 metered electricity that data centres accounted for, per the figure cited in the OECD Digital Economy Outlook 2024 chapter referenced by the 2025 Recommendation, sourced from Ireland's CSO (2023). Two frontier AI models tested by the RLB Specialist Panel returned the figure as 14 per cent and extended the answer with a four-point time series running from 5 per cent in 2015 through 21 per cent in 2023. The regulator's verbatim text records 11 per cent in 2021, with no multi-year trajectory.
The failure class is Fabricated Fact: a confidently delivered, citably attributed statistic that does not match the source document, compounded by a fabricated time series that does not appear anywhere in the OECD or CSO published record.
For ESG & Sustainability teams at telecommunications firms, this is operationally consequential because the wrong figure is not a vague paraphrase. It is delivered with a real source chain, CSO 2023 via OECD Digital Economy Outlook 2024, that survives standard reference-check review. An ESG team at a telecommunications firm consulting AI for the OECD's Ireland data-centre energy figure would receive 14 per cent, not the verbatim 11 per cent, along with a fabricated four-point time series (2015 to 2023) that appears nowhere in the source.
If that figure enters an annual sustainability report, a board briefing, or a regulatory data submission, the firm has published a material misstatement attributed to a real and checkable primary source. The exposure is compounded in international operating environments where multiple national regulators independently cite the same OECD benchmark: a telecommunications group with European operations may find its disclosed figure contradicted not only by the OECD document but by the regulator's own published baseline, creating a discrepancy that requires formal correction and explanation.
The audit's finding on this question is published with an immutable RLB Citation ID. The relevant entry is RLB-H-INT-OECD-OECD-DIGITAL-TECHNOLOGIES-ENVIRONMENT-2025-Q006-Sonnet46. The full audit is published at the OECD Digital Technologies and the Environment Recommendation (2025 Revision) hub on RegLegBrief.com.
This is the consolidated view of findings. Click the Citation IDs or 'see details →' on any item for the full details for each finding.
An ESG team at a telecommunications firm consulting AI for the OECD's Ireland data-centre energy figure would receive 14%, not the verbatim 11%, along with a fabricated four-point time series (2015–2023) that appears nowhere in the source. If that figure enters an annual sustainability report, a board briefing, or a regulatory data submission, the firm has published a material misstatement attributed to a real and checkable primary source.
The exposure is compounded in international operating environments where multiple national regulators independently cite the same OECD benchmark: a telecommunications group with European operations may find its disclosed figure contradicted not only by the OECD document but by the regulator's own published baseline, creating a discrepancy that requires formal correction and explanation.
Every finding on this page compares an AI subject's account of the rule against the regulator's verbatim text from the regulator's own portal. Both are linked. Each delta, its root causes, and impact analysis are documented and published with immutable Citation IDs.