grabbed titles for a bunch of content
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Welcome to the Digital Home of James Ravenscroft Machine Learning and NLP specialist and software generalist.
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<img src="/images/avatar_small.png" style="max-width:250px;" class="u-photo">
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<img src="/images/avatar_small.png" style="max-width:250px;">
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I am a Chief Technology Officer and Software Engineer specialising in Machine Learning and in particular, Natural Language Processing. I am an amateur musician, cook and photographer and I love to read fiction and watch box sets and movies. I live with my wife and cats in the south of England.
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bookmark-of: https://glyph.twistedmatrix.com/2016/08/attrs.html
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bookmark-of:
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title: "Deciphering Glyph ::\n The One Python Library Everyone Needs\n "
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url: https://glyph.twistedmatrix.com/2016/08/attrs.html
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date: '2021-12-24T18:30:50.176573'
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bookmark-of: https://github.com/willmcgugan/textual
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title: 'GitHub - Textualize/textual: The lean application framework for Python. Build
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sophisticated user interfaces with a simple Python API. Run your apps in the terminal
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and a web browser.'
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url: https://github.com/willmcgugan/textual
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date: '2021-12-24T18:26:50.352463'
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bookmark-of: https://www.greatbritishchefs.com/how-to-cook/how-to-ice-a-christmas-cake
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bookmark-of:
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title: How to ice a Christmas cake - Great British Chefs
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url: https://www.greatbritishchefs.com/how-to-cook/how-to-ice-a-christmas-cake
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date: '2021-12-24T11:28:40.351129'
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bookmark-of: https://bofh.org.uk/2020/05/12/oembed-for-hugo/
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bookmark-of:
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title: Adding a generic oembed handler for Hugo // Just a Summary
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url: https://bofh.org.uk/2020/05/12/oembed-for-hugo/
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date: '2021-12-31T08:27:03.780707'
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- https://brid.gy/publish/mastodon
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bookmark-of: https://misskey.bubbletea.dev/notes/8v0czo0b54
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bookmark-of:
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title: bubbletea.dev
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url: https://misskey.bubbletea.dev/notes/8v0czo0b54
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date: '2022-01-02T03:22:41.967918'
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bookmark-of: https://wakatime.com/
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title: WakaTime - Dashboards for developers
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url: https://wakatime.com/
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date: '2022-01-02T04:40:56.310877'
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bookmark-of: http://jalammar.github.io/illustrated-retrieval-transformer/
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bookmark-of:
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title: The Illustrated Retrieval Transformer – Jay Alammar – Visualizing machine
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learning one concept at a time.
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url: http://jalammar.github.io/illustrated-retrieval-transformer/
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date: '2022-01-03T12:50:55.571137'
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bookmark-of: https://www.theguardian.com/culture/2022/jan/05/thematically-richer-than-the-bible-what-i-learned-at-the-first-annual-boss-baby-symposium
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bookmark-of:
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title: '‘Thematically richer than the Bible’: what I learned at the first annual
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Boss Baby symposium | The Boss Baby | The Guardian'
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url: https://www.theguardian.com/culture/2022/jan/05/thematically-richer-than-the-bible-what-i-learned-at-the-first-annual-boss-baby-symposium
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date: '2022-01-05T01:35:14.779242'
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mp-syndicate-to:
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bookmark-of: https://www.bookstackapp.com/#features
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bookmark-of:
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title: "\n BookStack\n "
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url: https://www.bookstackapp.com/#features
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date: '2022-01-08T10:15:22.304952'
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bookmark-of: https://github.com/goldbergyoni/nodebestpractices
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title: 'GitHub - goldbergyoni/nodebestpractices: :white_check_mark: The Node.js
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best practices list (July 2024)'
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url: https://github.com/goldbergyoni/nodebestpractices
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date: '2022-01-08T04:15:15.481865'
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bookmark-of: https://github.com/BoltzmannEntropy/interviews.ai
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title: 'GitHub - BoltzmannEntropy/interviews.ai: It is my belief that you, the postgraduate
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students and job-seekers for whom the book is primarily meant will benefit from
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reading it; however, it is my hope that even the most experienced researchers
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will find it fascinating as well.'
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url: https://github.com/BoltzmannEntropy/interviews.ai
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date: '2022-01-10T14:14:15.259058'
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bookmark-of: https://firepad.io/
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title: Firepad - An open source collaborative code and text editor
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url: https://firepad.io/
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date: '2022-01-16T15:41:43.969974'
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bookmark-of: https://blog.ipfs.io/2021-11-03-understanding-fundamentals-of-ipfs/
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title: Understanding the Three Fundamental Principles of How IPFS Works | IPFS Blog
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& News
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url: https://blog.ipfs.io/2021-11-03-understanding-fundamentals-of-ipfs/
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date: '2022-01-16T15:36:20.515274'
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bookmark-of: https://copyq.readthedocs.io/en/latest/
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title: Welcome to CopyQ’s documentation! — CopyQ documentation
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url: https://copyq.readthedocs.io/en/latest/
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date: '2022-01-17T14:31:06.263731'
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bookmark-of: https://www.focalboard.com/
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title: ' Focalboard: Open source alternative to Trello, Asana, and Notion'
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url: https://www.focalboard.com/
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date: '2022-01-21T11:28:22.135830'
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bookmark-of: https://github.com/MathieuCayssol/Item2Vec
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title: GitHub - MathieuCayssol/Item2Vec
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url: https://github.com/MathieuCayssol/Item2Vec
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date: '2022-01-21T02:22:27.643325'
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title: 'GitHub - singlesourcepub/community: A community site around scholarly single
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source publishing #SiSoPub'
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url: https://github.com/singlesourcepub/community
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title: 'GitHub - DaveGamble/cJSON: Ultralightweight JSON parser in ANSI C'
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url: https://github.com/DaveGamble/cJSON
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title: 'GitHub - GuLinux/ScreenRotator: Automatic screen rotation daemon for X11'
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url: https://github.com/GuLinux/ScreenRotator
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date: '2022-02-24T06:12:56.713087'
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bookmark-of: https://search.marginalia.nu/explore/random
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title: Marginalia Search - browse:random
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url: https://search.marginalia.nu/explore/random
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date: '2022-03-04T06:11:42.697613'
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bookmark-of: https://lapce.dev/#downloads-all
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title: Lapce
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url: https://lapce.dev/#downloads-all
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title: 'Flower: A Friendly Federated Learning Framework'
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url: https://flower.dev/
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bookmark-of: http://webseitz.fluxent.com/wiki/HowWillKeepingANotebookHelpYouHackYourLife
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title: "\n\n\tHow Will Keeping A Notebook Help You Hack Your Life - \n\nWebSeitz/wiki\n"
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url: http://webseitz.fluxent.com/wiki/HowWillKeepingANotebookHelpYouHackYourLife
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date: '2022-04-01T12:07:45.854807'
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title: 'GitHub - MaggieAppleton/digital-gardeners: Resources, links, projects, and
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ideas for gardeners tending their digital notes on the public interwebs'
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url: https://github.com/MaggieAppleton/digital-gardeners
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title: models/official/projects/token_dropping at master · tensorflow/models · GitHub
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url: https://github.com/tensorflow/models/tree/master/official/projects/token_dropping
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bookmark-of: https://www.mrmoneymustache.com/2022/05/20/2022-stock-market-crash/?utm_source=mmmapp&utm_medium=mmmapp&utm_content=browser
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title: Finally, a Stock Market Crash!
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url: https://www.mrmoneymustache.com/2022/05/20/2022-stock-market-crash/?utm_source=mmmapp&utm_medium=mmmapp&utm_content=browser
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date: '2022-05-22T15:44:28.367599'
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title: Giving a Shit as a Service - Allen Pike
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url: https://allenpike.com/2022/giving-a-shit
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bookmark-of: https://news.ycombinator.com/item?id=32149989
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title: 'Show HN: I made some ambient music generators that run in your browser |
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Hacker News'
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url: https://news.ycombinator.com/item?id=32149989
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date: '2022-07-19T10:21:01.008429'
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bookmark-of: https://tracydurnell.com/2023/08/19/my-reading-philosophy-and-17-reading-guidelines/
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title: My Reading Philosophy in 17 Guidelines – Tracy Durnell's Mind Garden
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url: https://tracydurnell.com/2023/08/19/my-reading-philosophy-and-17-reading-guidelines/
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date: '2023-08-20T19:09:20.357609'
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title: Reading Philosophy and 17 Reading Guidelines
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type: bookmarks
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url: /bookmarks/2023/08/20/reading-philosophy-and-17-reading-guidelines1692558560
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I love this post by Tracy. I think that it's easy to fall into the trap of "I've started so I'll finish" as a badge of honour when it comes to books, even when I'm not enjoying them any more.
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I also like having multiple non fiction books on the go whilst I power through one good story.
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Reading what you want, when you want is also a great directive. I find that if I'm feeling industrious, I might want to sit and make notes on a non fic but sometimes if I'm tired or anxious (e.g. Sunday scaries), a good story is great escapism.
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Reading what you want, when you want is also a great directive. I find that if I'm feeling industrious, I might want to sit and make notes on a non fic but sometimes if I'm tired or anxious (e.g. Sunday scaries), a good story is great escapism.
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bookmark-of: https://garymarcus.substack.com/p/elegant-and-powerful-new-result-that
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title: Elegant and powerful new result that seriously undermines large language
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models
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url: https://garymarcus.substack.com/p/elegant-and-powerful-new-result-that
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date: '2023-09-25T07:45:30.033651'
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title: Elegant and powerful new result that seriously undermines large language models
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type: bookmarks
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url: /bookmarks/2023/09/25/elegant-and-powerful-new-result-that-seriously-undermines-large-language-models1695627930
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Gary's article dropped on Friday and has been widely circulated and commented upon over the weekend.
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Gary's article dropped on Friday and has been widely circulated and commented upon over the weekend.
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It shows that LLMs struggle to generalise outside of their prompt (they know that Tom Cruise's mum is Mary Lee Pfeifer but don't know that Mary Lee Pfeiffer's son is Tom Cruise - but there are many more examples). This is a known weakness of neural networks that I wrote about in my [EACL2021 paper](https://aclanthology.org/2021.eacl-main.21.pdf) and that has previously been documented as far back as the 90s. What's interesting is that it still holds today for these massive models with billions of parameters.
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For me, the message here isn't "LLMs aren't intelligent so let's write them off as a technology" but rather it's more evidence that they're a powerful and yet limited tool in our arsenal and that they're not a silver bullet. It vindicates and validates approaches that combine technologies to get to the desired output (for example, pairing an LLM with a graph database could help with the mum/son thing).
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For me, the message here isn't "LLMs aren't intelligent so let's write them off as a technology" but rather it's more evidence that they're a powerful and yet limited tool in our arsenal and that they're not a silver bullet. It vindicates and validates approaches that combine technologies to get to the desired output (for example, pairing an LLM with a graph database could help with the mum/son thing).
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For me this is a stake in the heart for the whole " there's the spark of general intelligence there" argument too. I find these kinds of probing/diagnostic tests done on models really interesting too.
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For me this is a stake in the heart for the whole " there's the spark of general intelligence there" argument too. I find these kinds of probing/diagnostic tests done on models really interesting too.
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