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Algorithmic Bias

Algorithmic Grading Embeds Bias, Centralizes Control

Algorithmic Grading Embeds Bias, Centralizes Control

Vendor Control Obscures Grading Criteria A study in Taylor & Francis Online found that vendor-controlled platforms embed their own criteria, defining what constitutes legitimate evidence and intervention. This can erode teacher autonomy by reducing educators to technology monitors rather than professional judges. American Progress and a separate study in Taylor

Surveillance's Unseen Contract Reshapes Agency

Surveillance's Unseen Contract Reshapes Agency

A Nature publication found that facial recognition systems exhibit a 35% error rate for dark-skinned women compared to a 1% error rate for white men. Cyberpsychology explains that continuous self-monitoring and emotional regulation, often induced by widespread surveillance, consume finite working memory resources, shifting individuals toward fast, automatic thinking (Type

Palantir's NHS Algorithms Shift Clinical Power

Palantir's NHS Algorithms Shift Clinical Power

Care.data's 1.6 Million Opt-Outs The Care.data initiative was abandoned in 2016 after accumulating between 1.5 million and 1.6 million patient opt-outs, the BBC documented. While "Purpose-based Access Controls" are in place for auditing data access, the University of Edinburgh, The Conversation,

Emotion AI Shifts Classroom Authority to Algorithms

Emotion AI Shifts Classroom Authority to Algorithms

2025 Vision Transformer's 90.62% Accuracy Frontiers in Psychology reported that a 2025 study using a Vision Transformer model achieved 90.62% accuracy in recognizing emotional engagement among 40 undergraduate students, linking AI-inferred engagement to quiz-based learning outcomes. Algorithmic inference uses Algorithmic Decision Systems (ADS), which are computer

Algorithms Engineer Political Conformity

Algorithms Engineer Political Conformity

1,800-Token Effective Context Span by 2026 Extrapolations suggest a decline in human Effective Context Span (ECS), the amount of information an individual can process and retain, from approximately 16,000 tokens in 2004 to an estimated 1,800 tokens by 2026, arXiv projects. Georgetown Law reported that Alphabet earned

Policing by Algorithm

Policing by Algorithm

The LAPD reduced the time needed to create 'Chronic Offender Bulletins' from one hour to 3-5 minutes using Palantir's Gotham platform [12][14]. The LAPD's Automated Bulletin Processing Palantir's Gotham platform processes vast quantities of data from crime reports, automated license plate