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<loc>https://theimpactofai.net/story/breast-ultrasound-ai-clinical-context-256-patients-2026</loc>
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<news:title>Can clinical context improve breast-ultrasound AI? A 256-patient test is not decisive</news:title>
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<loc>https://theimpactofai.net/story/us-agencies-ai-agent-incident-response-practices-2026</loc>
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<news:title>US agencies set ten AI-agent incident practices—what changes for operators?</news:title>
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<loc>https://theimpactofai.net/story/anthropic-public-benefit-fund-five-percent-shares-2026</loc>
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<news:title>Anthropic pledged 5% of its shares to public benefit—what is guaranteed?</news:title>
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<loc>https://theimpactofai.net/story/ai-lipopeptide-antibiotic-mouse-wounds-2026</loc>
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<loc>https://theimpactofai.net/story/wifi-localisation-fewer-router-signals-one-building-2026</loc>
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<news:title>Anthropic staff expect far more AI automation than US workers—what does that prove?</news:title>
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<loc>https://theimpactofai.net/story/reflection-beam-open-weights-safety-evidence-2026</loc>
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<news:title>Reflection released Beam&apos;s weights—what can outsiders verify?</news:title>
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<loc>https://theimpactofai.net/story/deepseek-v41-flash-1017-company-benchmarks-2026</loc>
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<news:title>DeepSeek&apos;s open-weight update won some agent tests—who ran them?</news:title>
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<loc>https://theimpactofai.net/story/imf-asia-ai-job-postings-relative-decline-2026</loc>
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<news:title>AI-exposed job adverts fell in Asia—but 10% is a relative estimate</news:title>
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<loc>https://theimpactofai.net/story/ai-organ-scans-hcc-immunotherapy-association-2026</loc>
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<news:title>Routine scans revealed liver-cancer survival signals—but not a treatment rule</news:title>
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<loc>https://theimpactofai.net/story/alzheimer-icap-blood-test-exploratory-2026</loc>
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<news:title>An Alzheimer’s blood test found a signal—the blind test had 23 people</news:title>
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<loc>https://theimpactofai.net/story/federated-causal-healthcare-review-2026</loc>
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<news:title>Keeping patient data local does not make an AI health claim causal</news:title>
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<loc>https://theimpactofai.net/story/factory-edge-ai-energy-one-line-2026</loc>
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<news:publication_date>2026-10-18T01:03:23.000Z</news:publication_date>
<news:title>A factory reported 26% lower energy use with AI—but only on one line</news:title>
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<loc>https://theimpactofai.net/story/malware-classifier-benchmark-not-live-attacks-2026</loc>
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<news:publication_date>2026-10-18T01:03:23.000Z</news:publication_date>
<news:title>A malware classifier hit 100% on a benchmark—not on live attacks</news:title>
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<loc>https://theimpactofai.net/story/cancer-histology-hierarchical-model-second-dataset-gap-2026</loc>
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<news:publication_date>2026-10-18T00:15:00.000Z</news:publication_date>
<news:title>A cancer-image model scored 98.5%—then fell to 82.0% on a second dataset</news:title>
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<loc>https://theimpactofai.net/story/solar-forecast-zero-output-postprocessing-turkiye-2026</loc>
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<news:title>A solar forecast fix cut percentage error—mostly by learning when output is zero</news:title>
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<loc>https://theimpactofai.net/story/llm-depression-diary-signal-not-diagnosis-2026</loc>
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<news:publication_date>2026-10-17T23:01:00.000Z</news:publication_date>
<news:title>LLMs found depression signals in one-minute diaries—but not a diagnosis</news:title>
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<loc>https://theimpactofai.net/story/lung-nodule-model-cross-cohort-calibration-2026</loc>
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<news:title>A lung-nodule model travelled better—but its labels were not pathology</news:title>
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<loc>https://theimpactofai.net/story/llm-spectra-features-random-forest-better-2026</loc>
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<news:publication_date>2026-10-17T21:59:24.000Z</news:publication_date>
<news:title>LLMs read compact spectra better—but a random forest still won</news:title>
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<loc>https://theimpactofai.net/story/stock-model-calendar-leakage-shap-explanation-2026</loc>
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<news:publication_date>2026-10-17T21:59:24.000Z</news:publication_date>
<news:title>A stock model scored 63.84%—a calendar rule did better</news:title>
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<loc>https://theimpactofai.net/story/liver-cancer-ai-risk-korea-low-base-rate-2026</loc>
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<news:publication><news:name>The Impact of AI</news:name><news:language>en</news:language></news:publication>
<news:publication_date>2026-10-17T21:03:56.000Z</news:publication_date>
<news:title>A liver-cancer model ranked risk well—but the cancer rate was 0.062%</news:title>
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<loc>https://theimpactofai.net/story/oncology-ai-consultation-prep-small-workflow-study-2026</loc>
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<news:title>AI summaries cut perceived oncology workload—but 12 of 33 were incomplete</news:title>
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<loc>https://theimpactofai.net/story/dashguard-one-dataset-crash-anticipation-2026</loc>
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<news:publication_date>2026-10-17T18:00:12.000Z</news:publication_date>
<news:title>A dashcam model anticipated crashes on one dataset—what still needs proving?</news:title>
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<loc>https://theimpactofai.net/story/hcv-ai-genotyping-standard-tool-comparison-2026</loc>
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<news:publication_date>2026-10-17T18:00:12.000Z</news:publication_date>
<news:title>Can a lighter AI genotype hepatitis C as well as the standard tool?</news:title>
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<loc>https://theimpactofai.net/story/renewable-grid-anomaly-accuracy-zero-recall-2026</loc>
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<news:publication_date>2026-10-17T18:00:12.000Z</news:publication_date>
<news:title>A grid anomaly model scored 95% accuracy—but caught none of the faults</news:title>
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<loc>https://theimpactofai.net/story/anthropic-metr-embedded-evaluators-access-2026</loc>
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<news:publication_date>2026-10-17T15:59:43.000Z</news:publication_date>
<news:title>Anthropic gave six METR staff internal access—what can they publish?</news:title>
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<loc>https://theimpactofai.net/story/openai-rosalind-academic-plan-us-labs-2026</loc>
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<news:title>OpenAI is offering GPT‑Rosalind to US labs—what is actually free?</news:title>
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<loc>https://theimpactofai.net/story/ai-training-storage-agent-checkpoint-latency-2026</loc>
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<news:publication><news:name>The Impact of AI</news:name><news:language>en</news:language></news:publication>
<news:publication_date>2026-10-17T14:58:40.000Z</news:publication_date>
<news:title>A storage agent cut AI checkpoint delays—but only on one test platform</news:title>
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<loc>https://theimpactofai.net/story/ai-writing-detectors-false-positive-review-2026</loc>
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<news:title>An AI-writing detector should not decide whether a student cheated</news:title>
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<loc>https://theimpactofai.net/story/large-medical-ai-bias-review-2026</loc>
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<news:publication_date>2026-10-17T09:56:08.000Z</news:publication_date>
<news:title>Medical AI bias research is growing—but it rarely reaches real clinics</news:title>
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<loc>https://theimpactofai.net/story/pasture-ai-new-region-generalisation-2026</loc>
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<news:title>Can a pasture AI travel to a new region? This one often could not</news:title>
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