Using AI to speed up Australia’s environmental approvals risks ‘robodebt-style’ failures, scientists say

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Using AI to speed up Australia’s environmental approvals risks ‘robodebt-style’ failures, scientists say

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A New Approach to Environmental Protection: Leveraging AI

In an effort to fast-track environmental protection, a proposal has been put forth to utilize artificial intelligence (AI). However, this proposal has sparked a debate, with some experts warning that this could lead to significant errors, similar to the infamous automated debt-recovery scheme that wrongfully targeted countless welfare recipients.

These experts, from a conglomeration of 11 universities known as the Biodiversity Council, have expressed their concerns about the proposal, which was initiated by a group lobbying for mining industries. They have requested a $13 million investment from the government to pilot AI usage to streamline application processes and assist government decision-making.

Could AI Pose a Risk?

Despite the potential benefits of AI, the Biodiversity Council has cautioned that the automation of environmental assessments might lead to flawed and non-transparent decisions which could in turn threaten species on the brink of extinction.

The council's policy and innovation lead raised concerns about the existing environmental law, pointing out its vague language and broad discretionary power, which could complicate the AI's decision-making process. According to her, having clearer rules in place, defining what is unacceptable, could speed up the assessment process, even without the aid of AI.

Meanwhile, the national biodiversity policy advisor at a renowned conservation foundation expressed skepticism about the push for AI. He argued that while technology is useful, AI should not be the ultimate decision-maker. Instead, he suggested that the government should focus on filling the existing data gaps about endangered species and habitats.

The Role of Data in AI Decision Making

A renowned forest ecologist and Biodiversity Council member pointed out that AI decisions are only as good as the data they rely on. He revealed that a significant portion of Australia's threatened species have not been monitored, and there is often not even basic location data available. Therefore, he warned that AI automation could risk making decisions based on flawed or outdated information, failing to protect biodiversity.

Previously, the government had passed reforms to environmental laws after a review found they were failing to protect species and habitats. A leading conservation biologist argued that AI tools need specific material to be trained against. He stated that the past two decades of environmental law approvals are unsuitable material as they have failed to protect the environment. In his opinion, the government should hire more staff to carry out assessments, rather than relying on AI.

A Call for Innovation

The chief executive of the mining lobby group expressed disappointment with the comparison to the failed automated debt-recovery scheme. She argued that the proposal is innovative and could strengthen environmental protection while improving efficiency. She suggested AI tools could support human decision-making, helping to navigate the complexity and variability of assessments and approvals.

A government representative assured that decisions would continue to be made by human assessment officers, not AI. They added that AI tools could potentially save time, reduce uncertainty, and translate technical language, making applications easier. However, they also mentioned that decisions regarding the budget will be made in due course.