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  </channel><item rdf:about="https://www.npr.org/2026/06/01/nx-s1-5827041/cancer-vaccine-mrna-melanoma">
    <title>A cancer vaccine made just for you. mRNA is back and it's fighting melanoma</title>
    <dc:date>2026-06-01T12:57:04+00:00</dc:date>
    <link>https://www.npr.org/2026/06/01/nx-s1-5827041/cancer-vaccine-mrna-melanoma</link>
    <dc:creator>amy</dc:creator><description><![CDATA[A study finds that an mRNA vaccine is highly effective at preventing recurrence of this dangerous skin cancer, when used in combination with Keytruda, an immunotherapy drug.]]></description>
<dc:subject>cancer research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:d05d01745313/</dc:identifier>
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<item rdf:about="https://www.theguardian.com/society/2026/may/10/cancer-treatment-car-t-cell-therapy-sam-neill">
    <title>The emerging cancer treatment that’s exciting scientists: ‘We’ve just scratched the surface on what’s possible’</title>
    <dc:date>2026-05-10T13:20:00+00:00</dc:date>
    <link>https://www.theguardian.com/society/2026/may/10/cancer-treatment-car-t-cell-therapy-sam-neill</link>
    <dc:creator>amy</dc:creator><description><![CDATA[After embarking on a trial of CAR T-cell therapy, actor Sam Neill announced he is cancer-free. Researchers are enthusiastic the therapies could be a major weapon in the battle against cancer]]></description>
<dc:subject>cancer research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:68b0b1437ffa/</dc:identifier>
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<item rdf:about="https://researchpolicydispatch.beehiiv.com/p/2026-is-going-to-be-interesting-probably-not-in-a-good-way">
    <title>2026 is going to be interesting. Probably not in a good way.</title>
    <dc:date>2026-01-07T16:50:59+00:00</dc:date>
    <link>https://researchpolicydispatch.beehiiv.com/p/2026-is-going-to-be-interesting-probably-not-in-a-good-way</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Federal science funding is being rerouted through new political and administrative channels. Institutions should prepare for a year where predictability and transparency may be in short supply.]]></description>
<dc:subject>science research politics</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:61f6c34accb8/</dc:identifier>
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    <title>Leukemia treatment based on U-M research gets FDA approval | The University Record</title>
    <dc:date>2025-12-24T15:30:50+00:00</dc:date>
    <link>https://record.umich.edu/articles/leukemia-treatment-based-on-u-m-research-gets-fda-approval/</link>
    <dc:creator>amy</dc:creator><description><![CDATA[AML]]></description>
<dc:subject>science research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:ae52ab42a1f2/</dc:identifier>
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    <title>Groundbreaking study finds way to ‘reboot’ eye and restore impaired vision</title>
    <dc:date>2025-11-26T20:02:48+00:00</dc:date>
    <link>https://www.independent.co.uk/news/science/eye-retina-impaired-restore-vision-b2868924.html?sh_kit=eaa0e98e5dd18437db5c0b2d0e81520463c09111f756e77acd6bf3db7a791b8c</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Findings may lead to new treatment for âlazy eyeâ]]></description>
<dc:subject>medicine science research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:047a2dc82b2d/</dc:identifier>
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    <title>Adversarial Poetry as a Universal Single-Turn Jailbreak Mechanism in Large Language Models</title>
    <dc:date>2025-11-26T16:09:02+00:00</dc:date>
    <link>https://arxiv.org/abs/2511.15304</link>
    <dc:creator>amy</dc:creator><description><![CDATA[We present evidence that adversarial poetry functions as a universal single-turn jailbreak technique for Large Language Models (LLMs). Across 25 frontier proprietary and open-weight models, curated poetic prompts yielded high attack-success rates (ASR), with some providers exceeding 90%. Mapping prompts to MLCommons and EU CoP risk taxonomies shows that poetic attacks transfer across CBRN, manipulation, cyber-offence, and loss-of-control domains. Converting 1,200 MLCommons harmful prompts into verse via a standardized meta-prompt produced ASRs up to 18 times higher than their prose baselines. Outputs are evaluated using an ensemble of 3 open-weight LLM judges, whose binary safety assessments were validated on a stratified human-labeled subset. Poetic framing achieved an average jailbreak success rate of 62% for hand-crafted poems and approximately 43% for meta-prompt conversions (compared to non-poetic baselines), substantially outperforming non-poetic baselines and revealing a systematic vulnerability across model families and safety training approaches. These findings demonstrate that stylistic variation alone can circumvent contemporary safety mechanisms, suggesting fundamental limitations in current alignment methods and evaluation protocols.]]></description>
<dc:subject>machine_learning research llms</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:a661338c0210/</dc:identifier>
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    <title>Hypoxia-induced epigenetic reprogramming of neutrophil progenitors - Nature Reviews Immunology</title>
    <dc:date>2025-11-05T17:24:56+00:00</dc:date>
    <link>https://www.nature.com/articles/s41577-025-01244-4</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Sanchez-Garcia et al. report that systemic hypoxia-induced epigenetic reprogramming of neutrophil progenitors in the bone marrow reduces their effector function to limit lung tissue damage.]]></description>
<dc:subject>science research nature</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:e7579823907a/</dc:identifier>
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<item rdf:about="https://erictopol.substack.com/p/how-mrna-vaccines-can-help-fight">
    <title>How mRNA Vaccines Can Help Fight Cancer</title>
    <dc:date>2025-10-23T20:19:59+00:00</dc:date>
    <link>https://erictopol.substack.com/p/how-mrna-vaccines-can-help-fight</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Turning "cold" tumors "hot"]]></description>
<dc:subject>cancer science research mRNA</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:92819c9823b9/</dc:identifier>
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<item rdf:about="https://www.404media.co/researchers-jailbreak-ai-by-flooding-it-with-bullshit-jargon/">
    <title>Researchers Jailbreak AI by Flooding It With Bullshit Jargon</title>
    <dc:date>2025-07-08T13:30:35+00:00</dc:date>
    <link>https://www.404media.co/researchers-jailbreak-ai-by-flooding-it-with-bullshit-jargon/</link>
    <dc:creator>amy</dc:creator><dc:subject>machine_learning genAI security research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:524da512cd41/</dc:identifier>
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<item rdf:about="https://machinelearning.apple.com/research/illusion-of-thinking">
    <title>The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity - Apple Machine Learning Research</title>
    <dc:date>2025-06-29T17:07:00+00:00</dc:date>
    <link>https://machinelearning.apple.com/research/illusion-of-thinking</link>
    <dc:creator>amy</dc:creator><dc:subject>machine_learning research genAI</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:8d0f22cc88b8/</dc:identifier>
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<item rdf:about="https://verily.com/perspectives/verily-continues-partnership-with-vanderbilt-university-medical-center-to-support-next-generation-of-nih-all-of-us-researcher-workbench">
    <title>Verily Continues Partnership with Vanderbilt University Medical Center to Support Next Generation of NIH All of Us Researcher Workbench | Verily | Alphabet Precision Health Company</title>
    <dc:date>2025-06-27T13:27:48+00:00</dc:date>
    <link>https://verily.com/perspectives/verily-continues-partnership-with-vanderbilt-university-medical-center-to-support-next-generation-of-nih-all-of-us-researcher-workbench</link>
    <dc:creator>amy</dc:creator><dc:subject>verily research biomedicine</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:4db2adf131c2/</dc:identifier>
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<item rdf:about="https://paperpile.com/blog/ai-tools-for-science/">
    <title>How we learned to stop worrying and love ChatGPT: 1,800 researchers on AI tools for science - Paperpile</title>
    <dc:date>2025-06-27T13:25:04+00:00</dc:date>
    <link>https://paperpile.com/blog/ai-tools-for-science/</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Greg J]]></description>
<dc:subject>machine_learning research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:8eda097b040c/</dc:identifier>
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<item rdf:about="https://news.weill.cornell.edu/news/2025/06/alzheimer%E2%80%99s-protective-mutation-works-by-taming-inflammation-in-the-brain?utm_placement=newsletter&amp;user_id=66c4ba235d78644b3a8cbe34">
    <title>Alzheimer’s Protective Mutation Works by Taming Inflammation in the Brain</title>
    <dc:date>2025-06-24T13:57:13+00:00</dc:date>
    <link>https://news.weill.cornell.edu/news/2025/06/alzheimer%E2%80%99s-protective-mutation-works-by-taming-inflammation-in-the-brain?utm_placement=newsletter&amp;user_id=66c4ba235d78644b3a8cbe34</link>
    <dc:creator>amy</dc:creator><description><![CDATA[A rare gene mutation that delays Alzheimer’s disease does so by damping inflammatory signaling in brain-resident immune cells, according to a preclinical study led by investigators at Weill Cornell Medicine.]]></description>
<dc:subject>alzheimers neuroscience research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:395e9b33a0c9/</dc:identifier>
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</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.nytimes.com/2025/05/14/business/economy/trump-research-brain-drain.html">
    <title>The World Is Wooing U.S. Researchers Shunned by Trump</title>
    <dc:date>2025-05-15T19:47:34+00:00</dc:date>
    <link>https://www.nytimes.com/2025/05/14/business/economy/trump-research-brain-drain.html</link>
    <dc:creator>amy</dc:creator><description><![CDATA[As President Trump guts American research institutions, world leaders see a “once-in-a-century brain gain opportunity.”]]></description>
<dc:subject>research politics</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:2463d9cc6477/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:politics"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://zenodo.org/">
    <title>Zenodo</title>
    <dc:date>2025-04-11T16:50:06+00:00</dc:date>
    <link>https://zenodo.org/</link>
    <dc:creator>amy</dc:creator><dc:subject>opendata database data research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:bf11e99cb9a0/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:opendata"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:database"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:data"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://med.stanford.edu/news/all-news/2024/10/protein-cancer.html">
    <title>Scientists glue two proteins together, driving cancer cells to self-destruct</title>
    <dc:date>2025-03-15T15:36:43+00:00</dc:date>
    <link>https://med.stanford.edu/news/all-news/2024/10/protein-cancer.html</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Stanford researchers hope new technique will flip lymphoma protein's normal action - from preventing cell death to triggering it.]]></description>
<dc:subject>cancer research science</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:954b038f1aca/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:cancer"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:science"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.nature.com/articles/d41586-024-03842-z">
    <title>Act now to stop millions of research papers from disappearing</title>
    <dc:date>2024-11-27T02:56:25+00:00</dc:date>
    <link>https://www.nature.com/articles/d41586-024-03842-z</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Digital preservation is not keeping up with the growth of scholarly knowledge. Recognizing its causes is the first step to securing records everywhere for future generations.]]></description>
<dc:subject>research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:470aafb4927d/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.nature.com/articles/s41568-024-00694-7">
    <title>A guide to artificial intelligence for cancer researchers | Nature Reviews Cancer</title>
    <dc:date>2024-06-18T15:57:16+00:00</dc:date>
    <link>https://www.nature.com/articles/s41568-024-00694-7</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Artificial intelligence (AI) has been commoditized. It has evolved from a specialty resource to a readily accessible tool for cancer researchers. AI-based tools can boost research productivity in daily workflows, but can also extract hidden information from existing data, thereby enabling new scientific discoveries. Building a basic literacy in these tools is useful for every cancer researcher. Researchers with a traditional biological science focus can use AI-based tools through off-the-shelf software, whereas those who are more computationally inclined can develop their own AI-based software pipelines. In this article, we provide a practical guide for non-computational cancer researchers to understand how AI-based tools can benefit them. We convey general principles of AI for applications in image analysis, natural language processing and drug discovery. In addition, we give examples of how non-computational researchers can get started on the journey to productively use AI in their own work.]]></description>
<dc:subject>machine_learning cancer research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:a6e662ed24fb/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:machine_learning"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:cancer"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.theguardian.com/society/article/2024/may/31/trial-results-for-new-lung-cancer-drug-are-off-the-charts-say-doctors">
    <title>Trial results for new lung cancer drug are ‘off the charts’, say doctors</title>
    <dc:date>2024-06-01T14:11:11+00:00</dc:date>
    <link>https://www.theguardian.com/society/article/2024/may/31/trial-results-for-new-lung-cancer-drug-are-off-the-charts-say-doctors</link>
    <dc:creator>amy</dc:creator><dc:subject>cancer research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:2967a1b12268/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:cancer"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://takes.jamesomalley.co.uk/p/how-to-use-nhs-data-for-scientific">
    <title>How to use NHS data for scientific research – without creating a privacy nightmare</title>
    <dc:date>2024-04-19T14:52:33+00:00</dc:date>
    <link>https://takes.jamesomalley.co.uk/p/how-to-use-nhs-data-for-scientific</link>
    <dc:creator>amy</dc:creator><dc:subject>privacy medical research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:6e8fb8f0370f/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:privacy"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:medical"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.nature.com/articles/d41586-024-01051-2">
    <title>Is ChatGPT corrupting peer review? Telltale words hint at AI use</title>
    <dc:date>2024-04-12T19:59:55+00:00</dc:date>
    <link>https://www.nature.com/articles/d41586-024-01051-2</link>
    <dc:creator>amy</dc:creator><dc:subject>machine_learning research llms</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:09536ced416c/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:machine_learning"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:llms"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.nyu.edu/about/news-publications/news/2024/january/how-did-humans-learn-to-walk--new-evolutionary-study-offers-an-e.html?utm_placement=newsletter">
    <title>How Did Humans Learn to Walk? New Evolutionary Study Offers an Earful</title>
    <dc:date>2024-01-30T15:19:50+00:00</dc:date>
    <link>https://www.nyu.edu/about/news-publications/news/2024/january/how-did-humans-learn-to-walk--new-evolutionary-study-offers-an-e.html?utm_placement=newsletter</link>
    <dc:creator>amy</dc:creator><description><![CDATA[The inner ear of a 6-million-year-old fossil ape reveals clues about the evolution of human movement]]></description>
<dc:subject>science biology research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:75076bc5d62d/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:science"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:biology"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.sciencealert.com/obelisks-entirely-new-class-of-life-has-been-found-in-the-human-digestive-system?utm_placement=newsletter">
    <title>'Obelisks': Entirely New Class of Life Has Been Found in The Human Digestive System : ScienceAlert</title>
    <dc:date>2024-01-30T15:15:56+00:00</dc:date>
    <link>https://www.sciencealert.com/obelisks-entirely-new-class-of-life-has-been-found-in-the-human-digestive-system?utm_placement=newsletter</link>
    <dc:creator>amy</dc:creator><dc:subject>biology research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:6acb6f97cfe4/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:biology"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.thetimes.co.uk/article/cancer-scientist-who-saved-thousands-is-now-racing-to-save-his-own-life-mp7rv20ck">
    <title>He saved thousands as a cancer scientist. Now he’s racing to save himself — The Times and The Sunday Times</title>
    <dc:date>2024-01-28T17:09:36+00:00</dc:date>
    <link>https://www.thetimes.co.uk/article/cancer-scientist-who-saved-thousands-is-now-racing-to-save-his-own-life-mp7rv20ck</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Eight months ago while on a lecture tour in Poland, Richard Scolyer, one of the world’s leading melanoma pathologists, crumpled to the floor of his hotel room A tall, lean Australian triathlete in his mid-fifties, Scolyer would soon learn of a slug-shaped mass in the left side of his brain: terminal cancer — or, as he puts it, a straight path to death. “I don’t want to die,” Scolyer told an emotional audience in Canberra on Thursday night, including Australia’s prime minister, Anthony Albanese,

https://apple.news/AO22FQE3HQ--GPm5NuxuYHQ]]></description>
<dc:subject>cancer research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:83b423a25977/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:cancer"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://new.nsf.gov/news/democratizing-future-ai-rd-nsf-launch-national-ai?utm_placement=newsletter">
    <title>Democratizing the future of AI R&amp;D: NSF to launch National AI Research Resource pilot | NSF - National Science Foundation</title>
    <dc:date>2024-01-25T15:47:18+00:00</dc:date>
    <link>https://new.nsf.gov/news/democratizing-future-ai-rd-nsf-launch-national-ai?utm_placement=newsletter</link>
    <dc:creator>amy</dc:creator><dc:subject>machine_learning research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:dfd34244938d/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:machine_learning"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://arxiv.org/abs/2307.14334">
    <title>[2307.14334] Towards Generalist Biomedical AI</title>
    <dc:date>2023-07-27T15:16:29+00:00</dc:date>
    <link>https://arxiv.org/abs/2307.14334</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Medicine is inherently multimodal, with rich data modalities spanning text, imaging, genomics, and more. Generalist biomedical artificial intelligence (AI) systems that flexibly encode, integrate, and interpret this data at scale can potentially enable impactful applications ranging from scientific discovery to care delivery. To enable the development of these models, we first curate MultiMedBench, a new multimodal biomedical benchmark. MultiMedBench encompasses 14 diverse tasks such as medical question answering, mammography and dermatology image interpretation, radiology report generation and summarization, and genomic variant calling. We then introduce Med-PaLM Multimodal (Med-PaLM M), our proof of concept for a generalist biomedical AI system. Med-PaLM M is a large multimodal generative model that flexibly encodes and interprets biomedical data including clinical language, imaging, and genomics with the same set of model weights. Med-PaLM M reaches performance competitive with or exceeding the state of the art on all MultiMedBench tasks, often surpassing specialist models by a wide margin. We also report examples of zero-shot generalization to novel medical concepts and tasks, positive transfer learning across tasks, and emergent zero-shot medical reasoning. To further probe the capabilities and limitations of Med-PaLM M, we conduct a radiologist evaluation of model-generated (and human) chest X-ray reports and observe encouraging performance across model scales. In a side-by-side ranking on 246 retrospective chest X-rays, clinicians express a pairwise preference for Med-PaLM M reports over those produced by radiologists in up to 40.50% of cases, suggesting potential clinical utility. While considerable work is needed to validate these models in real-world use cases, our results represent a milestone towards the development of generalist biomedical AI systems.]]></description>
<dc:subject>biomedicine research medicine machine_learning verily MedPaLM</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:6e10b4c44d76/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:biomedicine"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:medicine"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:machine_learning"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:verily"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:MedPaLM"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://endpts.com/lillys-alzheimers-drug-donanemab-succeeds-in-phase-iii-trial/">
    <title>Lilly’s Alzheimer’s drug donanemab succeeds in PhIII trial – Endpoints News</title>
    <dc:date>2023-05-03T14:13:45+00:00</dc:date>
    <link>https://endpts.com/lillys-alzheimers-drug-donanemab-succeeds-in-phase-iii-trial/</link>
    <dc:creator>amy</dc:creator><dc:subject>alzheimers research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:f78d1b877a4d/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:alzheimers"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.wired.com/story/ultra-processed-foods/">
    <title>Fat, Sugar, Salt ... You’ve Been Thinking About Food All Wrong | WIRED</title>
    <dc:date>2023-03-17T12:58:40+00:00</dc:date>
    <link>https://www.wired.com/story/ultra-processed-foods/</link>
    <dc:creator>amy</dc:creator><dc:subject>diet food research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:93a54b45d16e/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:diet"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:food"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://penntoday.upenn.edu/news/one-alcoholic-drink-day-linked-reduced-brain-size?ref=refind">
    <title>One alcoholic drink a day linked with reduced brain size | Penn Today</title>
    <dc:date>2023-01-15T18:31:08+00:00</dc:date>
    <link>https://penntoday.upenn.edu/news/one-alcoholic-drink-day-linked-reduced-brain-size?ref=refind</link>
    <dc:creator>amy</dc:creator><dc:subject>alcohol research health</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:78d7df6449cd/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:alcohol"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:health"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.ukbiobank.ac.uk/">
    <title>UK Biobank - UK Biobank</title>
    <dc:date>2022-06-09T14:53:06+00:00</dc:date>
    <link>https://www.ukbiobank.ac.uk/</link>
    <dc:creator>amy</dc:creator><dc:subject>biology health research uk terra verily</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:a7117234ee5d/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:biology"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:health"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:uk"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:terra"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:verily"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.forbes.com/sites/williamhaseltine/2022/04/14/sars-cov-2-actively-infects-and-kills-lymphoid-cells/">
    <title>SARS-CoV-2 Actively Infects And Kills Lymphoid Cells</title>
    <dc:date>2022-06-03T21:40:16+00:00</dc:date>
    <link>https://www.forbes.com/sites/williamhaseltine/2022/04/14/sars-cov-2-actively-infects-and-kills-lymphoid-cells/</link>
    <dc:creator>amy</dc:creator><dc:subject>covid19 coronavirus research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:eeda7a384354/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:covid19"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:coronavirus"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.seattle.gov/cityarchives/search-collections/research-tips-and-tools/resources-for-property-history-research">
    <title>Resources for Property History Research - CityArchives | seattle.gov</title>
    <dc:date>2021-12-12T16:00:53+00:00</dc:date>
    <link>https://www.seattle.gov/cityarchives/search-collections/research-tips-and-tools/resources-for-property-history-research</link>
    <dc:creator>amy</dc:creator><dc:subject>seattle history research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:b5900530eaf2/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:seattle"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:history"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.nature.com/articles/d41586-021-02346-4">
    <title>Drowning in the literature? These smart software tools can help</title>
    <dc:date>2021-09-03T01:48:37+00:00</dc:date>
    <link>https://www.nature.com/articles/d41586-021-02346-4</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Search engines that highlight key papers are keeping scientists up to date.]]></description>
<dc:subject>research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:91220ce142d3/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://github.com/google-research/bert">
    <title>GitHub - google-research/bert: TensorFlow code and pre-trained models for BERT</title>
    <dc:date>2021-07-30T22:14:30+00:00</dc:date>
    <link>https://github.com/google-research/bert</link>
    <dc:creator>amy</dc:creator><dc:subject>machine_learning google nlp research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:18d248ab2bcc/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:machine_learning"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:google"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:nlp"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.nytimes.com/2021/02/05/health/lung-cancer-drug.html?referringSource=articleShare">
    <title>How Scientists Shot Down Cancer’s ‘Death Star’</title>
    <dc:date>2021-02-07T22:21:18+00:00</dc:date>
    <link>https://www.nytimes.com/2021/02/05/health/lung-cancer-drug.html?referringSource=articleShare</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Scientists have found a way to silence a mutated protein involved in a number of cancers, including lung and pancreatic cancers. https://nyti.ms/2YSDPR9]]></description>
<dc:subject>cancer medicine health research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:f498c817ae11/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:cancer"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:medicine"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:health"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://deepmind.com/blog/article/using-jax-to-accelerate-our-research">
    <title>Using JAX to accelerate our research | DeepMind</title>
    <dc:date>2020-12-05T01:25:22+00:00</dc:date>
    <link>https://deepmind.com/blog/article/using-jax-to-accelerate-our-research</link>
    <dc:creator>amy</dc:creator><description><![CDATA[RT @DeepMind: In a new blog post, @davidmbudden and @matteohessel discuss how JAX has helped accelerate our mission, and describe an ecosystem of open source libraries that have been developed to make JAX even better for machine learning researchers everywhere:  ]]></description>
<dc:subject>Recently_ we've found that an increasing number of projects are well served by JAX_ a machine learning framework developed Google Research teams. JAX resonates with our engineering philosophy and has been widely adopted community over the last year. Here we share experience working outline why find it useful for AI research_ give overview ecosystem building to support researchers everywhere</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:71af5146b76f/</dc:identifier>
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</item>
<item rdf:about="https://www.nytimes.com/2020/11/21/science/coronavirus-antibodies-artificial-intelligence.html?smid=tw-nytimesscience&amp;smtyp=cur">
    <title>Coronavirus Antibodies Good. Machine-Made Molecules Better? - The New York Times</title>
    <dc:date>2020-11-22T14:20:40+00:00</dc:date>
    <link>https://www.nytimes.com/2020/11/21/science/coronavirus-antibodies-artificial-intelligence.html?smid=tw-nytimesscience&amp;smtyp=cur</link>
    <dc:creator>amy</dc:creator><dc:subject>seattle washington_state research computational_biology coronavirus</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:5f4447f94b1e/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:seattle"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:washington_state"/>
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	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:computational_biology"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:coronavirus"/>
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</item>
<item rdf:about="https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg">
    <title>Two Minute Papers</title>
    <dc:date>2020-08-16T14:52:47+00:00</dc:date>
    <link>https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg</link>
    <dc:creator>amy</dc:creator><description><![CDATA[What a time to be alive!]]></description>
<dc:subject>research</dc:subject>
<dc:source>https://apple.com/iphone/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:0e4cbd91e7c7/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.uvm.edu/uvmnews/news/university-vermont-complex-systems-center-advance-open-source-research-support-google">
    <title>University of Vermont Complex Systems Center to Advance Open Source Research with Support from Google | UVM Today | The University of Vermont</title>
    <dc:date>2020-01-14T17:37:36+00:00</dc:date>
    <link>https://www.uvm.edu/uvmnews/news/university-vermont-complex-systems-center-advance-open-source-research-support-google</link>
    <dc:creator>amy</dc:creator><dc:subject>google research moi</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:edd1bcad1988/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:google"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:moi"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://academic.oup.com/gigascience/article/8/6/giz053/5506490">
    <title>Over-optimization of academic publishing metrics: observing Goodhart’s Law in action | GigaScience | Oxford Academic</title>
    <dc:date>2019-12-19T20:23:52+00:00</dc:date>
    <link>https://academic.oup.com/gigascience/article/8/6/giz053/5506490</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Background
The academic publishing world is changing significantly, with ever-growing numbers of publications each year and shifting publishing patterns. However, the metrics used to measure academic success, such as the number of publications, citation number, and impact factor, have not changed for decades. Moreover, recent studies indicate that these metrics have become targets and follow Goodhart’s Law, according to which, “when a measure becomes a target, it ceases to be a good measure.”

Results
In this study, we analyzed >120 million papers to examine how the academic publishing world has evolved over the last century, with a deeper look into the specific field of biology. Our study shows that the validity of citation-based measures is being compromised and their usefulness is lessening. In particular, the number of publications has ceased to be a good metric as a result of longer author lists, shorter papers, and surging publication numbers. Citation-based metrics, such citation number and h-index, are likewise affected by the flood of papers, self-citations, and lengthy reference lists. Measures such as a journal’s impact factor have also ceased to be good metrics due to the soaring numbers of papers that are published in top journals, particularly from the same pool of authors. Moreover, by analyzing properties of >2,600 research fields, we observed that citation-based metrics are not beneficial for comparing researchers in different fields, or even in the same department.

Conclusions
Academic publishing has changed considerably; now we need to reconsider how we measure success.]]></description>
<dc:subject>research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:da3e4fda25c6/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://beepb00p.xyz/annotating.html">
    <title>How to annotate literally everything | Mildly entertainingᵝ</title>
    <dc:date>2019-11-28T17:57:53+00:00</dc:date>
    <link>https://beepb00p.xyz/annotating.html</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Comprehensive overview of existing tools, strategies and thoughts on interacting with your data
]]></description>
<dc:subject>reading research tools</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:22f8e5c31f73/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:reading"/>
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	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:tools"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.technologyreview.com/f/614719/crispr-has-made-jennifer-doudna-rich-now-she-says-it-must-be-controlled/#Echobox=1573829275">
    <title>One of CRISPR’s inventors has called for controls on gene-editing technology - MIT Technology Review</title>
    <dc:date>2019-11-17T22:43:30+00:00</dc:date>
    <link>https://www.technologyreview.com/f/614719/crispr-has-made-jennifer-doudna-rich-now-she-says-it-must-be-controlled/#Echobox=1573829275</link>
    <dc:creator>amy</dc:creator><dc:subject>biology genetics science research</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:eb699abf3acb/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:biology"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:genetics"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:science"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.sciencemag.org/news/2019/10/two-new-drugs-finally-hit-undruggable-cancer-target-providing-hope-treatments">
    <title>Two new drugs finally hit ‘undruggable’ cancer target, providing hope for treatments | Science | AAAS</title>
    <dc:date>2019-11-11T13:17:31+00:00</dc:date>
    <link>https://www.sciencemag.org/news/2019/10/two-new-drugs-finally-hit-undruggable-cancer-target-providing-hope-treatments</link>
    <dc:creator>amy</dc:creator><dc:subject>cancer research health medicine</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:4b779044d40b/</dc:identifier>
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	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:health"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:medicine"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://labs.loc.gov/experiments/free-to-use-browser-extension/">
    <title>Free to Use Browser Extension  |  Experiments  |  Welcome to Labs!  |  Library of Congress</title>
    <dc:date>2019-10-26T23:00:26+00:00</dc:date>
    <link>https://labs.loc.gov/experiments/free-to-use-browser-extension/</link>
    <dc:creator>amy</dc:creator><dc:subject>images photos research history</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:f939dd56cf88/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:images"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:photos"/>
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	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:history"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.arxiv-vanity.com/">
    <title>arXiv Vanity – Read academic papers from arXiv as web pages</title>
    <dc:date>2019-08-03T01:34:07+00:00</dc:date>
    <link>https://www.arxiv-vanity.com/</link>
    <dc:creator>amy</dc:creator><dc:subject>research tools amusements</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:d6906893955d/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:tools"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:amusements"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://gettheresearch.org/">
    <title>Get the research</title>
    <dc:date>2018-11-13T13:42:32+00:00</dc:date>
    <link>https://gettheresearch.org/</link>
    <dc:creator>amy</dc:creator><dc:subject>research machine_learning</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:1e0693053bdf/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:machine_learning"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://digitalcollections.nypl.org/">
    <title>NYPL Digital Collections</title>
    <dc:date>2018-10-15T14:04:08+00:00</dc:date>
    <link>https://digitalcollections.nypl.org/</link>
    <dc:creator>amy</dc:creator><description><![CDATA[<blockquote>
Explore 749,497 items digitized from The New York Public Library's collections.

This site is a living database with new materials added every day, featuring prints, photographs, maps, manuscripts, streaming video, and more
</blockquote>]]></description>
<dc:subject>library digital research reading</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:b580504e7ea4/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:library"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:digital"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:reading"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.blog.google/products/search/making-it-easier-discover-datasets/">
    <title>Making it easier to discover datasets</title>
    <dc:date>2018-09-06T01:21:10+00:00</dc:date>
    <link>https://www.blog.google/products/search/making-it-easier-discover-datasets/</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Dataset search]]></description>
<dc:subject>google data research datasets</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:7fe871f13456/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:google"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:data"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:datasets"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://openreview.net/forum?id=rJWF0Fywf">
    <title>Winner's Curse? On Pace, Progress, and Empirical Rigor | OpenReview</title>
    <dc:date>2018-08-19T03:14:53+00:00</dc:date>
    <link>https://openreview.net/forum?id=rJWF0Fywf</link>
    <dc:creator>amy</dc:creator><dc:subject>machine_learning research reproducibility ethics</dc:subject>
<dc:identifier>https://pinboard.in/u:amy/b:4cc544344c13/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:machine_learning"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:reproducibility"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:ethics"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://www.blog.google/topics/google-cloud/google-cloud-platform-announces-new-credits-program-researchers/">
    <title>Google Cloud Platform announces new credits program for researchers</title>
    <dc:date>2018-04-26T17:14:25+00:00</dc:date>
    <link>https://www.blog.google/topics/google-cloud/google-cloud-platform-announces-new-credits-program-researchers/</link>
    <dc:creator>amy</dc:creator><dc:subject>gcp research edu</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:a102a465e9df/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:gcp"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:edu"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://research.googleblog.com/2017/12/improving-end-to-end-models-for-speech.html">
    <title>Research Blog: Improving End-to-End Models For Speech Recognition</title>
    <dc:date>2018-01-12T18:50:48+00:00</dc:date>
    <link>https://research.googleblog.com/2017/12/improving-end-to-end-models-for-speech.html</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Traditional automatic speech recognition (ASR) systems, used for a variety of voice search applications at Google, are comprised of an acoustic model (AM), a pronunciation model (PM) and a language model (LM), all of which are independently trained, and often manually designed, on different datasets [1]. AMs take acoustic features and predict a set of subword units, typically context-dependent or context-independent phonemes. Next, a hand-designed lexicon (the PM) maps a sequence of phonemes produced by the acoustic model to words. Finally, the LM assigns probabilities to word sequences. Training independent components creates added complexities and is suboptimal compared to training all components jointly. Over the last several years, there has been a growing popularity in developing end-to-end systems, which attempt to learn these separate components jointly as a single system. While these end-to-end models have shown promising results in the literature [2, 3], it is not yet clear if such approaches can improve on current state-of-the-art conventional systems.

Today we are excited to share “State-of-the-art Speech Recognition With Sequence-to-Sequence Models [4],” which describes a new end-to-end model that surpasses the performance of a conventional production system [1]. We show that our end-to-end system achieves a word error rate (WER) of 5.6%, which corresponds to a 16% relative improvement over a strong conventional system which achieves a 6.7% WER. Additionally, the end-to-end model used to output the initial word hypothesis, before any hypothesis rescoring, is 18 times smaller than the conventional model, as it contains no separate LM and PM. ]]></description>
<dc:subject>machine_learning google TensorFlow research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:fc39fa77bed3/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:machine_learning"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:google"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:TensorFlow"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="http://nymag.com/scienceofus/2016/08/is-elysium-healths-basis-the-fountain-of-youth.html">
    <title>Is Elysium Health’s Basis the Fountain of Youth? -- Science of Us</title>
    <dc:date>2017-10-15T20:36:37+00:00</dc:date>
    <link>http://nymag.com/scienceofus/2016/08/is-elysium-healths-basis-the-fountain-of-youth.html</link>
    <dc:creator>amy</dc:creator><dc:subject>health research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:c14613d0dc90/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:health"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:research"/>
</rdf:Bag></taxo:topics>
</item>
<item rdf:about="https://research.googleblog.com/2017/09/the-google-brain-teams-approach-to.html">
    <title>Research Blog: The Google Brain Team’s Approach to Research</title>
    <dc:date>2017-09-15T00:48:52+00:00</dc:date>
    <link>https://research.googleblog.com/2017/09/the-google-brain-teams-approach-to.html</link>
    <dc:creator>amy</dc:creator><dc:subject>TensorFlow google research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:48bb7e98317e/</dc:identifier>
<taxo:topics><rdf:Bag>	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:TensorFlow"/>
	<rdf:li rdf:resource="https://pinboard.in/u:amy/t:google"/>
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    <dc:date>2017-05-23T00:06:20+00:00</dc:date>
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    <dc:creator>amy</dc:creator><description><![CDATA[Google-funded ‘super sensor’ project brings IoT powers to dumb appliances
CMU]]></description>
<dc:subject>iot research google</dc:subject>
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    <title>Improving Photo Search: A Step Across the Semantic Gap</title>
    <dc:date>2013-06-23T06:19:38+00:00</dc:date>
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    <dc:creator>amy</dc:creator><dc:subject>google research</dc:subject>
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<item rdf:about="http://www.technologyreview.com/view/516081/the-remarkable-properties-of-mythological-social-networks/">
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    <dc:creator>amy</dc:creator><description><![CDATA[The social network between characters in Homer’s Odyssey is remarkably similar to real social networks today:
]]></description>
<dc:subject>history research</dc:subject>
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<item rdf:about="http://googleresearch.blogspot.com.au/2013/06/excellent-papers-for-2012.html">
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<item rdf:about="http://isotropic.org/papers/chicken.pdf">
    <title>chicken</title>
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    <link>http://isotropic.org/papers/chicken.pdf</link>
    <dc:creator>amy</dc:creator><description><![CDATA[“Chicken Chicken Chicken: Chicken Chicken”
#hah #gradSchoolFlashback
]]></description>
<dc:subject>research amusements hah gradSchoolFlashback</dc:subject>
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    <link>http://www.pewinternet.org/Static-Pages/Data-Tools/Download-Data/Data-Sets.aspx</link>
    <dc:creator>amy</dc:creator><dc:subject>data opendata research</dc:subject>
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    <link>http://www.ncbi.nlm.nih.gov/pubmed/23052545</link>
    <dc:creator>amy</dc:creator><description><![CDATA[ “…vegetarians have increased functional connectivity…during observation of mouth actions performed by humans #research]]></description>
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<item rdf:about="http://www.scientificamerican.com/article.cfm?id=amping-up-brain-function">
    <title>Amping Up Brain Function: Transcranial Stimulation Shows Promise in Speeding Up Learning: Scientific American</title>
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    <link>http://www.scientificamerican.com/article.cfm?id=amping-up-brain-function</link>
    <dc:creator>amy</dc:creator><description><![CDATA["Electrical stimulation of subjects' brains is found to accelerate learning in military and civilian subjects, although researchers are yet wary of drawing larger conclusions about the mechanism"]]></description>
<dc:subject>neuroscience cognition research brain science biology psychology</dc:subject>
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<item rdf:about="http://blogs.scientificamerican.com/observations/2011/09/23/how-life-arose-on-earth-and-how-a-singularity-might-bring-it-down/">
    <title>How Life Arose on Earth, and How a Singularity Might Bring It Down | Observations, Scientific American Blog Network</title>
    <dc:date>2011-09-25T00:52:57+00:00</dc:date>
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    <dc:creator>amy</dc:creator><dc:subject>biology genetics evolution research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
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<item rdf:about="http://www.tgdaily.com/general-sciences-features/58478-synthetic-yeast-allows-on-demand-evolution">
    <title>Synthetic yeast allows on-demand evolution | TG Daily</title>
    <dc:date>2011-09-15T21:24:52+00:00</dc:date>
    <link>http://www.tgdaily.com/general-sciences-features/58478-synthetic-yeast-allows-on-demand-evolution</link>
    <dc:creator>amy</dc:creator><dc:subject>research genetics</dc:subject>
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<item rdf:about="http://www.nytimes.com/2011/09/13/health/13gene.html?_r=2&amp;pagewanted=all">
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    <dc:date>2011-09-14T19:45:10+00:00</dc:date>
    <link>http://www.nytimes.com/2011/09/13/health/13gene.html?_r=2&amp;pagewanted=all</link>
    <dc:creator>amy</dc:creator><dc:subject>health medicine research molecular biology</dc:subject>
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<item rdf:about="http://www.innovationexcellence.com/blog/2011/09/12/intel-to-universities-no-patents-please-just-open-source/">
    <title>Innovation Excellence | Intel to Universities: No Patents, Please, Just Open Source</title>
    <dc:date>2011-09-14T06:14:45+00:00</dc:date>
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    <dc:creator>amy</dc:creator><dc:subject>open_source research academia</dc:subject>
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    <title>Untitled (http://sotak.info/sci.jpg)</title>
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    <link>http://sotak.info/sci.jpg</link>
    <dc:creator>amy</dc:creator><description><![CDATA[Too, too funny – how people in science see each other  (HT @edyong209)]]></description>
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<item rdf:about="http://www.bbc.co.uk/news/science-environment-14492948">
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    <dc:creator>amy</dc:creator><description><![CDATA["...Sebastian Greiss and Jason Chin have re-engineered the nematode worm's gene-reading machinery to include a 21st amino acid, not found in nature."]]></description>
<dc:subject>genetics research</dc:subject>
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<item rdf:about="http://anonymity-in-bitcoin.blogspot.com/2011/07/bitcoin-is-not-anonymous.html">
    <title>An Analysis of Anonymity in the Bitcoin System: Bitcoin is not Anonymous</title>
    <dc:date>2011-07-26T00:06:39+00:00</dc:date>
    <link>http://anonymity-in-bitcoin.blogspot.com/2011/07/bitcoin-is-not-anonymous.html</link>
    <dc:creator>amy</dc:creator><dc:subject>bitcoin privacy security research</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
<dc:identifier>https://pinboard.in/u:amy/b:520c122c8668/</dc:identifier>
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<item rdf:about="http://www.labkey.com/">
    <title>Home | LabKey Software</title>
    <dc:date>2011-06-27T15:12:18+00:00</dc:date>
    <link>http://www.labkey.com/</link>
    <dc:creator>amy</dc:creator><description><![CDATA[The best way to manage your biomedical research data.]]></description>
<dc:subject>bioinformatics collaboration research science open_source</dc:subject>
<dc:source>https://pinboard.in/</dc:source>
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