Popular Epistemology Digest — 25 August 2026
News and views on the sources and systems behind what we know and believe.
Counterfactual, Per-Decision Bias Auditing for Automated Hiring: Localizing and Explaining Disparate Impact in Applicant Tracking Systems
2026-08-25 · arXiv (cs.CY)
A new paper proposes a bias-auditing framework for automated applicant tracking systems that bridges population-level fairness metrics and individual-level explainability tools. The approach aims to identify which specific hiring decisions were unfair and why, in a manner connected to legal standards such as disparate impact.
Rupert Lowe Set to Be Paid as Much for Divisive Posts on Elon Musk's X as for Being MP
2026-08-25 · theguardian.com
Restore Britain leader Rupert Lowe is reported to earn up to £1,476 an hour from X, the platform owned by Elon Musk, putting his social media income on par with his salary as a Member of Parliament. Critics argue the platform's payment model financially incentivises inflammatory content.
Misogyny Identified as Biggest Red Flag for Violent Extremism
2026-08-25 · share.google
A new study concludes that violent attitudes towards women are a leading indicator of potential involvement in violent extremism, framing misogyny as a national security concern rather than solely a social issue.
'I Didn't Speak the Queen's English': Why People Worry About Their Accents
2026-08-25 · bbc.com
A survey on attitudes towards accents finds that accent bias remains a prevalent issue in many workplaces, with people reporting concern about how their accents are perceived professionally.
How Has AI and Tech Changed Your Life? Australians Share Their Stories
2026-08-25 · abc.net.au
ABC News collected personal accounts from Australians about how artificial intelligence and technology have affected their daily lives, covering a range of individual experiences and questions.
New Zealand Becomes Latest Country to Introduce Legislation to Ban Under-16s from Social Media
2026-08-25 · share.google
New Zealand has introduced proposed legislation that would prohibit children under 16 from using social media platforms. Under the law, non-compliant social media companies could face fines of up to 10% of their global revenue.
Data Centre Water Use Almost Doubled During Ireland's Hosepipe Ban
2026-08-25 · share.google
Data centres in Ireland used over 514 million litres of water between May and July, with consumption rising during the country's hosepipe ban period.
