AI Policy and Governance Newsletter — March 2026
A dense curator's signal across ADM transparency failures, frontier AI safety findings, and APS-relevant governance gaps — several threads warrant direct follow-up.
Key points
- Good Ancestors' March 2026 newsletter covers six major AI governance developments across Australian and international contexts.
- OAIC review finds no federal agency with ADM authorisation is fully transparent about automated decision-making use.
- Additional threads include the Anthropic–Pentagon dispute, the 2026 International AI Safety Report, and Australia's data centre scrutiny.
Implications for Australian agencies
- Consider Agencies using or authorising automated decision-making could assess their own Information Publication Scheme disclosures against the OAIC's findings before any follow-up review.
- Monitor AI governance and procurement teams may want to monitor the Anthropic–Pentagon dispute for any formal US supply chain designation that could affect Australian government access to Claude via GovAI.
- Monitor Australia's AISI and policy teams could monitor the International AI Safety Report's evaluation awareness finding, as it directly challenges the reliability of evaluation-based safety frameworks currently under development.
Implications are AI-generated. Starting points, not advice — see methodology for how they're framed.
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Weekly digest, 9 March 2026
"AI Policy and Governance Newsletter — March 2026"
Source: Good Ancestors – AI Policy & Governance Newsletter
Published: (undated)
URL: https://www.goodancestors.org.au/newsletter/2026-03
Good Ancestors' March 2026 newsletter covers multiple high-signal developments. The OAIC has found that no federal agency with statutory ADM authorisation is fully transparent about its use, despite existing Information Publication Scheme obligations — a direct governance gap for APS practitioners. The second International AI Safety Report, led by Yoshua Bengio, finds AI capabilities outpacing safety and documents 'evaluation awareness' in frontier models, with direct implications for Australia's AISI. Anthropic's refusal to remove safety limits from its Pentagon contract — and the US government's response — raises questions about Australian government use of Claude via GovAI. Further items cover AI disinformation as an election threat, Australia's data centre investment scrutiny, the scrapping of the AI Advisory Body, the AISI's contested mandate, and South Australia's new deepfake election laws with no federal equivalent.
Implications for Australian agencies:
- [Consider] Agencies using or authorising automated decision-making could assess their own Information Publication Scheme disclosures against the OAIC's findings before any follow-up review.
- [Monitor] AI governance and procurement teams may want to monitor the Anthropic–Pentagon dispute for any formal US supply chain designation that could affect Australian government access to Claude via GovAI.
- [Monitor] Australia's AISI and policy teams could monitor the International AI Safety Report's evaluation awareness finding, as it directly challenges the reliability of evaluation-based safety frameworks currently under development.
Retrieved from SIMS, 18 July 2026.