Meta’s Argument: AI Needs Local Data
- Anchor Point

- Jul 17
- 3 min read

On 17 July 2025, The Guardian reported Meta’s submission to Australia’s Productivity Commission, warning that proposed privacy reforms could “worsen innovation outcomes” by preventing it from using Facebook and Instagram data to train Llama AI on “Australian concepts” and cultural discourse.
Meta argued:
Generative AI “requires large and diverse datasets.”
Public legislation is insufficient contextually, while social media dialogues help teach algorithms local idioms, slang, references, and cultural significance.
Australia lags behind Europe, where stricter opt-out settings exist, threatening global policy alignment.
Other tech companies like Google, Bunnings, and Woolworths issued similar warnings, citing customer service, safety, and clarity needs.
Meta’s tone is urgent—AI investment depends on access to real-world, user-generated content, not synthetic substitutes.
Government Pushback: Safeguarding Privacy & Trust
The Australian Government and Privacy Commissioner responded robustly:
Australian Labor PM Anthony Albanese, speaking on 17 July 2025, said Australia “will not be dictated to by tech giants” and emphasized that reforms aim to balance innovation and data protection.
Privacy Commissioner Carly Kind argued that public trust in AI tech demands transparency and businesses shouldn’t “choose profit over people.” She affirmed AI innovation can coexist with strong privacy protections.
Their message is clear: Meta’s appeal won’t derail Australia’s regulatory trajectory, with privacy prioritized.
Global Media and Industry Reactions
The Guardian (Australia)
As the origin of the Meta report, The Guardian provided a sympathetic yet balanced view:
Focused on Meta’s viewpoint—innovation threatened by privacy law misalignment.
Mentioned other firms echoing Meta’s call—Bunnings, Woolworths, and Google.
Framed regulatory change as “a moment of malaise” that could deter investment if rushed.
Included language from both tech firms and government, providing context without overt editorial bias.
The Australian (News Corp Australia)
News Corp’s The Australian takes a more assertive stance under the banner:
Headline: “We Will Not Be Dictated to by Tech Giants”, quoting PM Albanese as rejecting foreign corporate interference.
Emphasizes national sovereignty, and defending citizens’ privacy from multinational overreach.
Paints Meta’s submission as pressure rather than cooperation, highlighting government legislation readiness.
This framing resonates with a more conservative readership focused on data sovereignty and protecting domestic interest.
Al Mayadeen
A non-Western media source summarized The Guardian, with a critical tone towards Meta:
Said Meta wants to avoid reforms “at the expense of user privacy.”
Echoed concern that public data was being co-opted under the guise of “training AI.”
Their take risks leaning into anti-corporate narratives without fully unpacking all stakeholder perspectives.
Fact-Checking & Deeper Context
Beyond media narratives, here are key facts to consider:
Meta has been scraping public Instagram/Facebook data since 2007—without opt-out in Australia. EU users only got one in 2024.
Australian Senate committee (Nov 2024) criticized lack of transparency in how Meta, Google, Amazon handle citizen data.
Meta pledged to stop scraping EU user data after privacy inquiries, but continued elsewhere.
Australia banning under-16s from social media in December 2024, but not yet in force (Dec 2025), underscores privacy sentiment.
Taken together, the privacy reforms are part of a broader policy direction—placing users ahead of industry convenience.
Comparative Analysis: Key Themes
Here’s how multiple viewpoints align—and conflict—on this debate:
Stakeholder | Primary Concern | Viewpoint Summary |
Meta | AI training data access | Govt reforms threaten $AI quality; lacks local discourse/data; underscores global regulation misalignment |
Australian Gov’t | User privacy & public trust | Privacy reforms necessary; protects citizens; technology giants shouldn’t shape law |
Google/Amazon | Regulatory clarity & IP issues | Concerned about innovation impact; calls for copyright law updates |
Bunnings/Woolworths | Business certainty | Seek stability in privacy law to support safety & personalization initiatives |
Advocacy/Public | Surveillance and misuse risk | Exposed data scraping; fears “privacy zuckering” via dark patterns; trust deficit |
Privacy Commission | Trust & accountability | Innovation must include transparency, fairness, responsible user-consent |
Implications for Australian AI Regulation
User Consent & Control: Australia's reforms introduce opt-out principles similar to EU GDPR—used by EU/UK users but not Australians thus far.
Global Policy Alignment: Meta fears a fractured regulatory landscape; Canberra insists sovereign laws must reflect local values first.
Tech vs Trust Balance: Privacy advocates believe innovation thrives only under trust, not at the expense of public data theft.
Looking Ahead: Policy, Industry, and Public
What to Watch:
Final Privacy Bill: Will include provisions for public opt-out and possibly restrict personal data scraping without consent.
Meta’s Revised Submission: Could propose a targeted “opt-in” model—negotiated balance.
Senate Committee Follow-up: Potential fallout from their November 2024 critique demanding transparency.
Implementation of Social Media Age Ban: Starting Dec 2025, reinforces Australia’s privacy commitment.
Conclusion: Narrative Crossroads
Meta’s appeal highlights a tension between progress and protection:
Meta’s position: Data should flow for AI gains.
Australia’s stance: Privacy isn't negotiable—even in the AI era.
This clash illustrates a defining moment in digital policy—where local cultural nuance meets global innovation ambition. Australia is charting a regulated path that affirmatively weighs public trust over technological haste, sending a signal internationally: no shortcuts on rights.
