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AI-driven science raises unresolved accountability questions

As artificial intelligence tools increasingly contribute to scientific research, generating hypotheses, analyzing data and even drafting findings, questions are emerging over who bears responsibility when errors occur. Researchers, publishers and institutions are grappling with how existing norms of scientific accountability apply when machines play a substantial role in discovery.

John Carmack questions whether early Scratch coding leads to lasting careers

Programmer John Carmack raised a question about whether children who start coding early with tools like Scratch go on to have fulfilling technical careers. He described his own approach with his child, using a Unix-like emulated system as a gatekeeper, requiring the child to complete challenges to unlock rewards such as a favorite music video. Carmack mentioned using a Raspberry Pi-based keyboard computer connected to his TV with low latency and his own SSH keys as part of this setup.

Data Analysis Points to Fraud in Dan Ariely's 2002 Procrastination Study

Researchers Kyle Hyndman and Alberto Bisin obtained original data files from Dan Ariely and Klaus Wertenbroch's widely cited 2002 study on deadlines and self-control, and their attempt to replicate the study's second experiment failed. Their forthcoming Psychological Science paper, prompted by editors to share findings with Ariely, notes he denied permission to include their analysis and questioned whether the files were genuine data.

Hans Freudenthal's Lincos traced back to 17th-century philosophical languages

A two-part historical essay examines the intellectual roots of Hans Freudenthal's Lingua Cosmica, a language designed for communicating with extraterrestrial intelligence. The first installment traces its lineage back to 17th-century English efforts to build a universal 'philosophical language,' motivated by the practical chaos of European trade, diplomacy and colonial missionary work, and continuing through the rise of mathematical logic in the 20th century.

Design historian catalogs the first web page styles from 1993

A design professor has compiled a list of the earliest recognizable web design trends from 1993, tracing them back to the pre-boom era of the World Wide Web following Tim Berners-Lee's original 1991 page at CERN. The analysis distinguishes genuine web-native design conventions, born from the technology and culture of the time, from styles simply imported from other media. It highlights how amateur creators in the mid-1990s shaped distinctive visual genres unique to the early web.

Moderna, Palantir Lead August Rebound as CNBC's Cramer Cites Improving Fundamentals

Jim Cramer highlighted August as a recovery month for several S&P 500 stocks that had been beaten down by fears over AI disruption and slowing growth. Moderna topped the index after positive melanoma vaccine data with Merck, while enterprise software names like Palantir, Salesforce, ServiceNow and Veeva rebounded as earnings and product results eased investor doubts. Cramer noted that some of the earlier declines were worsened by a hedge fund, Situational Awareness, forced to unwind large bearish software bets in late July.

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