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Five AI Milestones Rewiring Protein Biology
December 2020: DeepMind’s AlphaFold2 achieved a median CASP14 score above 92, making protein structures predictable at near-experimental accuracy. 2022: Meta AI’s ESMFold predicted protein structures from single sequences, at rou…
Cautionary reflections: limits of the retrieved evidence
"the confusion comes from the thought that if the good of others is introduced into the agent’s own final good" — Julia Annas, quoted in a secondary source rather than a primary text "doesn’t sound much like morality" — Julia Ann…
Can These Statistics Really Be Compared?
Q1. Scenario: Two national income figures use the same label, but one reports income per household and the other reports income per person. What is the most defensible conclusion? Subtract the figures because both are national in…
UNESCO digital literacy framework. Locate official PDF outlining competencies for digital inclusion.
A Global Framework of Reference on Digital Literacy Skills for Indicator 4.4.2: https://www.uis.unesco.org/sites/default/files/medias/fichiers/2025/08/ip51-global-framework-reference-digita
Warnings Against Unequal AI
"invisible but very real discrimination" — Unknown, quoted by the American Civil Liberties Union "racism, sexism, ableism, and other forms of discrimination" — Unknown, quoted by the Algorithmic Justice League "models are opinion…
GalleryWind Power, Reimagined
vestas multirotor wind turbine Four-rotor tower concept studied in simulations. https://www.windfarmbop.com/wp-content/uploads/2019/01/Vestas-multirotor-wind-turbine.jpg Wind turbines with flexible blades found to be more efficie…
Short videoWhen Scientific Evidence Collides
Scientific RAG retrieves contradictory studies, forcing its generator to reconcile conclusions that disagree. It may produce incoherent answers, combine incompatible claims, or sound overconfident without support. Reranking, crit…
China’s ageing map: concentrated, rural, and unevenly supported
Study-period evidence: Ageing was strongest along the Yangtze and next-highest in eastern coastal provinces. Study-period evidence: Xinjiang and Qinghai had the lowest ageing concentrations, partly reflecting sparse populations a…
StorybookThe Wood Beyond the World: Let Me Tell You
The Wood Beyond the World: Let Me Tell You By William Morris The Wood Beyond the World. Let Me Tell You Walter had helped her escape. Now the woman he loved was afraid to tell him how she had made escape possible. She had reached…
QuoteScientists on cognition, creatives on performance
"Every cognitive function to some extent seems to be affected by sleep loss." — Chiara Cirelli. "If sleep does not serve an absolutely vital function, then it is the biggest mistake the evolutionary process has ever made." — Alla…
UNESCO’s vision for learners beyond 2030
"Learners are entering a future that is more uncertain, more interconnected, and more unequal, shaped by several challenges including climate crisis and artificial intelligence." — UNESCO Director-General "Education must prepare…
Sourcesemerging startups fighting misinformation with blockchain. Tracks venture funding and product launches of companies using distributed ledgers for content verification. Offers innovation snapshots.
A focused set of sources covering Numbers Protocol, Provenance AI, and the broader startup landscape. The gathered evidence is limited and does no
Industrial robots in perfect sync: assembly, welding, and paint[-]ing
Full automatic car factory production line with industrial robots #weldingline #automation #robotics #industrial #productiondesign #productionprocess #cars #electricvehicles #assemblyline #factorywork — @autoduoyuan https://www.t…
financial performances of gaming ETFs. Provide up-to-date market trends for investors.
Curated reading list for investors comparing the principal U.S.-listed gaming ETFs, with emphasis on ESPO and HERO, plus 2026 industry catalysts and risks. As of August 19,
latest digital wellness academic papers. Locate peer reviewed studies on device use impacts. For scholarly citation and deep dives.
Sources are organized around the requested evidence needs.
Research reportHow nature immersion programs improve executive function. Review academic studies on attention restoration theory and real world immersion camps. Suggest program design elements for organizations.
Nature Immersion and Executive Function: What the Evidence Supports Nature immersion programs may improve specific attention-related outcomes, but current evidence does not establish a broad, reliable improvement in executive fun…
A history of screen time policies in public education. Trace policies from computer labs of the 1980s to pandemic era remote learning. Analyse policy shifts, outcomes, and future proposals.
A History of Screen-Time Policies in Public Education Public-school technology policy has moved through four broad phases: limited access through computer labs, connectivity and technology-literacy programs, one-to-one device exp…
AI in Education: What the Evidence Really Says
Only 20 high-quality causal studies appeared among more than 800 papers reviewed on AI and K-12 education. AI often improved immediate task performance, but later unaided assessment results were mixed. Guardrailed, pedagogically…