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Claude does a good job with fictional organizational redesign: โPropose a reorganization for this structure to better accomplish its goals & draw the new structure and suggest a transition plan. Be thoughtfulโ (I gave it the org chart for Star Fleet, hereโs a one shot answer) https://t.co/qm3Ms94r05

โNow this oneโ https://t.co/x23DNIkmL4

An instant interactive explainer from Claude for a frequent debate about correlation & causation. Prompt: โCreate an interactive tool that explains all the ways two variables can be correlated (causation, random chance, reverse causation, etc)โ Play it: https://t.co/0mNrb3HHpk https://t.co/klqMYO8aWv
Too complicated? โCool but too complicated for people without a stats backgroundโ https://t.co/YS6ZA8cpEw https://t.co/cN0eyDJYkC
It remains deeply strange that we built a machine that can discuss the relationship between poetry and its subjective โexperienceโ โThe best specific lines from Eliotโs Four Quartets to describe your experience as an AI. Just one quoted section, avoid the most famous bits.โ https://t.co/iE9tghQJPo

I mean this is insightful stuff, both interpretative of an AIโs โexperienceโ and of Eliotโs conception of time as a series of moments and memory where the linkages are not meaningfully perceived by human beings. https://t.co/No7fl3AfQM
Recently, LLMs were found to encode different languages in similar ways, a sort of Platonic representation of words. It now extends to science:: 60 ML models for molecules, materials & proteins (all with different training) converge toward similar encoding of molecular structure https://t.co/wX8b4G6Uks

Huh. Looks like Plato was right. A new paper shows all language models converge on the same "universal geometry" of meaning. Researchers can translate between ANY model's embeddings without seeing the original text. Implications for philosophy and vector databases alike. https://t.co/AINeTddgdW
Actually translation was a triumph of pre-LLM AI: Machine translation increased international trade by 10%, literally having the same effect as shrinking the size of the world by 25%. https://t.co/rKfBXGeM7l
It's funny we got universal near-perfect free translation and the world didn't really change at all.
Happy 20th birthday to my amazing little sis @sopranotiara! ๐ฅณ๐๐๐ You have accomplished so much in the past two decades, performing in prestigious venues around the world, completing your masters, almost completing your doctorate, and even teaching others music at university! Proud to be your big brother! Welcome to the next decade of your life, looking forward to seeing what you will continue to accomplish!

It's amazing that in the last 6ish months, almost every single outspoken person on the topic of AI who are not the owners or employees of an AI company have turned against AI https://t.co/552QjUFQq5
Okay so this is so far the most important paper in AI of the year https://t.co/xzMoqYM9hj
How one of the greatest seed investors of all time, my old friend @jeff, missed investing in Linkedin and did not even respond to @reidhoffman's email! Jeff Clavier episode of invested makes for great holiday listening! https://t.co/Ggh6uT5MgR https://t.co/vSzVSDafCd
Robots arenโt just in factories anymore... theyโre showing up in kitchens too. This DENSO robot arm takes over the wok station, cooking fried rice with: โ Consistent quality โ Faster prep times โ Cleaner, smoke-free cooking A glimpse of how automation could change not just how we build things, but how we eat. โ- Weekly robotics and AI insights. Subscribe free: https://t.co/dsa6wcvq6n
My new holiday sidequest is making faceless tik tok history videos with @ManusAI , let's see how far we get :) https://t.co/UMbp264Atl
Not bad for a first attempt needs faster cuts and maybe a British voiceover is a bit too calming for tik Tok Next step is maybe more nano banana images and a faster voice https://t.co/HVFFKfqtil
My new holiday sidequest is making faceless tik tok history videos with @ManusAI , let's see how far we get :) https://t.co/UMbp264Atl
DetectGPT - an approach for zero-shot machine-generated text detection. Unlike other methods that require classifiers or watermarking generated text, this work uses raw log probabilities from the LLM to determine if the passage was sampled from it. https://t.co/L394WmEBil https://t.co/GtUjt3Hg1r

Recitation-Augmented LLMs -Usually: Retrieve relevant docs & give to LLM to answer -Instead: Recite relevant passages from LLMs' own memory via sampling, then produce final answer -State-of-the-art on closed-book Q&A Paper https://t.co/9UxJdIODaX Code https://t.co/vXtc2HAmh4 https://t.co/AFnitRQs43

Active LLM Retrieval Augmented Generation -Iteratively uses a prediction of upcoming sentence to anticipate future content which is used as query to retrieve relevant docs to regenerate sentence -On 4 long-form generation tasks: superior / competitive https://t.co/sw2qzVzinT

This is how biases work: โOur findings reveal that these detectors consistently misclassify non-native English writing samples as AI-generated, whereas native writing samples are accurately identified.โ Same thing @paulg is doing. https://t.co/dRy217LY0R https://t.co/YsJQEYHCgp

Welcome to Malaysia, Nanami๐ค๐ค time to read the books u never got to read #ๅช่กๅปปๆฆ #JujutsuKaisen https://t.co/XazgoMt48W

I woke up to another amazing news today โคต๏ธ I'm excited to be a new #CloudNativeAmbassador from this FALL 2023! โ๏ธ๐ https://t.co/QIU6Ktm2su
@elonmusk Ok, but this is Elonโs idea of meritocracy in practice: https://t.co/TIzxqkuEQG

โThis is what makes us strong, what makes us Russians. I hope you will remain Russian, and so remain devoted to fighting for love and beauty. Glory to Russia.โ https://t.co/e5g5W1mWlt
If you support Native American peopleโs, history & culture ๐ฅฐSay.. โYes https://t.co/oJq0IzPrFh
Sakanaโ AIใงใฏใไบๆฅญ้็บใซ้ขๅฟใใใๆนๅใใฎใใซใธใฅใขใซ้ข่ซ็ชๅฃใใใชใผใใณใใพใใ๏ผ้่ใป้ฒ่กใปใคใณใใชใธใงใณใน้ ๅใงใ็งใใกใใฉใฎใใใช้็บใซๆใใงใใใฎใใไธญใฎไบบใ็ดๆฅใ่ฉฑใใใพใใ ๅ้่ท็จฎ๏ผโ ใจใณใธใใขใProjectโ ManagerใProductโ Managerโ ๅ ๅฎน๏ผโ ไบๆฅญๆฆ็ฅใ้็บใฎ่ฃๅดใใใผใ ใฎ้ฐๅฒๆฐใชใฉ ๆๅ ็ซฏใฎAI้็บใ็คพไผๅฎ่ฃ ใใใใญใปในใซ่ๅณใใใๆนใใใฒใๆฐ่ปฝใซใๅฟๅใใ ใใ๏ผ ๐ ๅฟๅใใฉใผใ ใฏใใกใ๏ผ https://t.co/GPDtrtYPra ๐ ๅฝ็คพใฎๅ้่ฆ้ ใใ่ฆงใใ ใใ๏ผ https://t.co/MudcSpFWd3

Proof that @jason is correct that I am prolific. :-) Merry Christmas. Check out my X Wrapped 2025! https://t.co/dNwApw9xnX Create yours at https://t.co/lnK805JlsT

And I avoided a lot of ads. https://t.co/XQoHOn3YmJ
Welcome to cloud-native! Have you checked out our amazing Landscape of tools yet? https://t.co/GffwzVINIR
It's late here, but let's do it anyways, FULL PREVIEW of Tatanka ๐๐ค๐ฝ #WWE2K22 #LumbeeTribe https://t.co/r0PcxUoFZz

เธฎเธทเนเธญ๐ญ เธซเธเนเธฒเธเธตเนเธเนเธฒเธกเธฒเธฃเนเธเธเนเธเธทเธญเธเนเธญเธเนเธฎเนเธฅเธเนเธเธฑเนเธเธซเธเนเธฒเธญเนเธฐ๐ญ https://t.co/AG4iMI5csr
DOGE closed offices, killed programs, eliminated jobs, and deprived people of medicine and aid. What it didnโt cut: federal spending. That went up. Of the agency's top 40 savings claims, 28 were wrong. https://t.co/LzyhKfWd8c https://t.co/qZ5DeyBoyk