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Article URL: https://www.neh.gov/article/columbian-orator-taught-nineteenth-century-americans-how-speak

Comments URL: https://news.ycombinator.com/item?id=43639280

Points: 3

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I’m experimenting with a novel approach that integrates symbolic logic directly into a transformer’s attention mechanism. By using a custom spaCy-based logic parser, I generate a “logic mask” that guides the self-attention layers to focus on logical constructs. In preliminary tests with a fine-tuned LLaMA 3 8B model, this method has shown promising improvements on symbolic reasoning tasks (e.g., achieving around 62% on the FOLIO dataset). I’m eager to hear thoughts and suggestions from the community on further refining this approach. Also please note I don’t have a PhD nor masters in machine learning. Happy to take any criticism good or bad. :)

https://marqcodes.com/logicEnhanced.html

Comments URL: https://news.ycombinator.com/item?id=43639273

Points: 1

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Article URL: https://soundcloud.com/zalvix/demo01

Comments URL: https://news.ycombinator.com/item?id=43639264

Points: 1

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Article URL: https://www.popularmechanics.com/science/a40008994/why-the-prince-ruperts-drop-is-so-strong/

Comments URL: https://news.ycombinator.com/item?id=43639253

Points: 2

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We made robot arm that can peel off protective film from adhesive tape

Comments URL: https://news.ycombinator.com/item?id=43639230

Points: 1

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Article URL: https://en.wikipedia.org/wiki/Jimmy_Carter_rabbit_incident

Comments URL: https://news.ycombinator.com/item?id=43639217

Points: 1

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Article URL: https://www.theguardian.com/society/2025/apr/09/at-home-saliva-test-for-prostate-cancer-better-than-blood-test-study-suggests

Comments URL: https://news.ycombinator.com/item?id=43639211

Points: 2

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Article URL: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4998845

Comments URL: https://news.ycombinator.com/item?id=43639202

Points: 1

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Article URL: https://erishabh.substack.com/p/4ee

Comments URL: https://news.ycombinator.com/item?id=43639199

Points: 1

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Article URL: https://www.cnn.com/2025/04/07/asia/cambodia-rat-ronin-guinness-record-intl-hnk/index.html

Comments URL: https://news.ycombinator.com/item?id=43639194

Points: 2

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Article URL: https://alec-c4.com/posts/2025-04-02-kamal/

Comments URL: https://news.ycombinator.com/item?id=43639026

Points: 1

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Article URL: https://groups.google.com/a/groups.cabforum.org/g/servercert-wg/c/bvWh5RN6tYI

Comments URL: https://news.ycombinator.com/item?id=43639024

Points: 1

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Article URL: https://www.sciencedaily.com/releases/2025/04/250409114704.htm

Comments URL: https://news.ycombinator.com/item?id=43639016

Points: 1

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Article URL: https://www.reuters.com/world/china/china-issues-risk-alert-tourists-travelling-us-2025-04-09/

Comments URL: https://news.ycombinator.com/item?id=43638974

Points: 1

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Article URL: https://zacharyhuang.substack.com/p/mcp-simply-explained-function-calling

Comments URL: https://news.ycombinator.com/item?id=43638961

Points: 1

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Article URL: https://josephg.com/blog/crdts-are-the-future/

Comments URL: https://news.ycombinator.com/item?id=43638948

Points: 1

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Article URL: https://www.spinellis.gr/blog/20250408/

Comments URL: https://news.ycombinator.com/item?id=43638930

Points: 1

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Article URL: https://www.nytimes.com/2025/04/09/science/neuroscience-brain-mice-map.html

Comments URL: https://news.ycombinator.com/item?id=43638926

Points: 1

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Article URL: https://github.com/Ryan11c/mathify

Comments URL: https://news.ycombinator.com/item?id=43638919

Points: 1

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Article URL: https://immature-techno-geek.neocities.org/kindness-to-kin/

Comments URL: https://news.ycombinator.com/item?id=43638909

Points: 1

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