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bhyravajjula.bsky.social

@bhyravajjula.bsky.social
46 followers 68 following 16 posts

Applied Scientist @Microsoft / ex {UW, IIIT-H} Poet @HugoHouse

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Maria Antoniak @mariaa.bsky.social · 12/08/2026
Check it out! Lea is live and open to the public 🥳 Lea is an experiment to build better social media by researchers and for researchers, where we own our own data and can build our own feeds, events, and communities. This is still very much a proof-of-concept; we welcome ideas + collaborators!
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Maria Antoniak @mariaa.bsky.social · 16/12/2025
I presented our poetry research at this seminar, featuring work in collaboration with @bhyravajjula.bsky.social, @mellymeldubs.bsky.social, and Anna Preus. What can we learn about poems using LMs? What can we learn about LMs using poems? PDF: drive.google.com/file/d/1Cu0H...
The title slide, "Poetry as Test, Poetry as Text" by Maria Antoniak at the University of Colorado Boulder.A slide showing the difference between downstream tasks and upstream data and curation choices.A slide showing results supporting the statement that "It's often easier for a model to predict a poem's form if the model saw that poem during training."A slide showing the pipeline from poet to publication to digitization to linearization methods (both HTML to text and image to text) to tokenization and model training.
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Maria Antoniak @mariaa.bsky.social · 10/11/2025
Some interesting stuff here on measuring writing quality and improving on qualitative tasks: www.dbreunig.com/2025/07/31/h...
dbreunig.com
How Kimi K2 RL’ed Qualitative Data to Write Better
Our last post on Kimi K2 dives into how the Moonshot team used reinforcement learning (RL) on qualitative tasks. If you haven’t already, check out the last two explorations:
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bhyravajjula.bsky.social @bhyravajjula.bsky.social · 05/11/2025
I've never regretted reading poems while in the air. You get to look out the window while the words linger. Today the words were from Pink Dust, by Ron Padgett.
One Poem or Three Poems / Pink Dust, by Ron Padgett
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Melanie Walsh @mellymeldubs.bsky.social · 03/11/2025
Computationally, whitespace gets little attention—it’s usually standardized or stripped. But in poetry, whitespace matters! Yet actually *preserving* that poetic whitespace is v tough. Its slipperiness points to bigger issues w/ text processing & LLMs. New paper ⬜️ aclanthology.org/2025.emnlp-m...
aclanthology.org
so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs
Sriharsh Bhyravajjula, Melanie Walsh, Anna Preus, Maria Antoniak. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025.
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Maria Antoniak @mariaa.bsky.social · 31/10/2025
The project that started my whitespace obsession... #EMNLP2025 While we've all been worrying about tokenizers, lurking in the background has been the preprocessing *before* tokenization. Poems break standard HTML-to-text linearization systems, and we find that multimodal models aren't a solution.
arxiv.org
so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs
Whitespace is a critical component of poetic form, reflecting both adherence to standardized forms and rebellion against those forms. Each poem's whitespace distribution reflects the artistic choices ...
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bhyravajjula.bsky.social @bhyravajjula.bsky.social · 31/10/2025
When you read a poem, do you wonder how the poet structures it through whitespace between/before words and lines? We did! Our findings on whitespace - how to measure/preserve it, how usage varies across form/time, how it affects LLMs - now in an #EMNLP2025 (main) paper: arxiv.org/abs/2510.16713 🧵👇
"so much depends / upon / a whitespace: Why Whitespace Matters for Poets and LLMs" by Sriharsh Bhyravajjula, Melanie Walsh, Anna Preus, Maria Antoniak
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Maria Antoniak @mariaa.bsky.social · 05/09/2025
“We may be left with an unintended consequence… that the very companies that have been most inconsiderate about using materials crafted by writers will be strengthened by a regime in which a billion-dollar check is the entry fee for developing the best AI.”
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WIRED @wired.com · 26/08/2025
NEW: Anthropic has reached a preliminary settlement in a class action lawsuit brought by a group of prominent authors, marking a major turn in of the most significant ongoing AI copyright lawsuits in history.
wired.com
Anthropic Settles High-Profile AI Copyright Lawsuit Brought By Book Authors
Anthropic faced the prospect of more than $1 trillion in damages, a sum that could have threatened the company’s survival if the case went to trial.
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Yuerong Hu @yrhu.bsky.social · 18/08/2025
My co-authors, Jana Diesner, @tedunderwood.me, @zoeleblanc.bsky.social, @gworthey.bsky.social and @profdownie.bsky.social, and I are excited to share our paper in @bigdatasoc.bsky.social "Who decides what is read on Goodreads?" on book review sponsorship, open access at doi.org/10.1177/2053....
Hu, Y., Diesner, J., Underwood, T., LeBlanc, Z., Layne-Worthey, G., & Downie, J. S. (2025). Who decides what is read on Goodreads? Uncovering sponsorship and its implications for scholarly Research. Big Data & Society, 12(3). https://doi.org/10.1177/20539517251359229 (Original work published 2025)
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Mark Riedl @markriedl.bsky.social · 10/08/2025
Anthropic appeals ruling that would allow the copyright case against them to become a class action suit (with up to 7 million claimants) arstechnica.com/tech-policy/... Their argument is apparently that that the legality of their business model should not be questioned because AI is too important.
arstechnica.com
AI industry horrified to face largest copyright class action ever certified
Copyright class actions could financially ruin AI industry, trade groups say.
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Mark Riedl @markriedl.bsky.social · 07/08/2025
The complete lack of regard for the Y-axis hurts me physically #GPT5
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James Kelleher @jameskelleher.pilcrow.ie · 02/08/2025
I must not fear. Fear is the mind-killer. Fear is the little-death that brings total obliteration. I will face my fear.
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Authors Alliance @authorsalliance.bsky.social · 26/06/2025
Judge Chhabria's “market dilution” theory suggests “using copyrighted books to train an LLM might harm the market...because it enables the rapid generation of countless works that compete with the originals, even if those works aren’t themselves infringing.” www.authorsalliance.org/2025/06/26/m...
authorsalliance.org
Meta Wins on Fair Use for Now, but Court Leaves Door Open for “Market Dilution”
“Market dilution” suggests that “using copyrighted books to train an LLM might harm the market for those works because it enables the rapid generation of countless works that compete with the origi…
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Authors Alliance @authorsalliance.bsky.social · 24/06/2025
Judge Alsup's decision found that Anthropic's training AI on lawfully acquired copyrighted works was a fair use. Below we highlight some of the most important parts of the decision on the question of whether using books for AI training is fair use: www.authorsalliance.org/2025/06/24/a...
authorsalliance.org
Anthropic wins on fair use for training its LLMs; loses on building a “central library” of pirated books
Yesterday, Judge Alsup released his decision on Anthropic’s motion for summary judgment in the fast-moving lawsuit it is defending, brought by three book authors on behalf of a class of millions ob…
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Authors Alliance @authorsalliance.bsky.social · 28/07/2025
Additional analysis of the Bartz v. Anthropic decision, including some speculation as to where things might go from here, from our AI Legal Fellow, Justin Bonfiglio: www.authorsalliance.org/2025/07/26/b...
authorsalliance.org
Bartz v. Anthropic: What are some additional takeaways and where do things go from here?
AI generated image inspired by Alsup’s opinion. A judge reflects quietly as his mind overflows with the creative output of young students—books, art, and ideas born from learning, curiosity, and th…
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Susie Dent @susiedentwords.bsky.social · 18/11/2024
Word of this morning is ‘procaffeinate’: to put everything on hold until you’ve had sufficient amounts of coffee.
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Ketan Joshi @ketanjoshi.co · 19/11/2024
Your daily reminder: ChatGPT is not a search engine. It does not "know" anything: it smashes words together in plausible sounding way, but it does not have (and never will have) any ability to check whether something is true or false Using it for anything beyond "re-word this headline" = failure
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what book did author ketan joshi write
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Ketan Joshi is the author of the book "The Bangalore Detectives Club". This book is a historical mystery novel set in 1940s Bangalore, featuring a group of amateur sleuths solving a crime. It has received praise for its engaging narrative and vivid portrayal of the era.




"The Bangalore Detectives Club"


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The Bangalore Detectives Club by Harini Nagendra | Goodreads
The Bangalore Detectives Club by Harini Nagendra, first in the crime series set in 1920s Bangalore featuring sari-wearing detective Kaveri and ...
May 3, 2022
Originally published
April 28, 2022
Author
Harini Nagendra


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The Bangalore Detectives Club: A Novel - Amazon.com
The Bangalore Detectives Club: A Novel [Nagendra, Harini] on Amazon.com. *FREE* shipping on qualifying offers. The Bangalore Detectives Club: A Novel.

The Bangalore Detectives Club by Harini Nagendra

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https://www.goodreads.com › book › show › 5943598...
May 3, 2022 — The Bangalore Detectives Club by Harini Nagendra, first in the crime series set in 1920s Bangalore featuring sari-wearing detective Kaveri and ...
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The Bangalore Detectives Club: A Novel: Nagendra, Harini

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https://www.amazon.com › Bangalore-Detectives-Club-...
The Bangalore Detectives Club is her first crime fiction novel. Harini lives in Bangalore with her family, in a home filled with maps. She loves trees, ...
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(1,775) · $17.96   

The Bangalore Detectives Club - Harini Nagendra

harininagendra.com
https://harininagendra.com › books-by-harini-nagendra
The Bangalore Detectives Club · The first in a charming, joyful crime series set in 1920s Bangalore, featuring sari-wearing detective Kaveri and her husband Ramu ...
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Randall Munroe @xkcd.com · 09/11/2024
Number Shortage xkcd.com/3009
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Bill Carty @billcarty.bsky.social · 16/11/2024
Poetry Northwest submissions, open for November. Send some poems! poetrynorthwest.submittable.com/submit
poetrynorthwest.submittable.com
Poetry Northwest Submission Manager
Thank you for your interest in Poetry Northwest. After more than 60 years, we remain committed to publishing the best in contemporary poetry, especially work willing to take risks and push readers to ...
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bhyravajjula.bsky.social @bhyravajjula.bsky.social · 21/11/2024
First post here, thought I'd start with an article by @emilymbender.bsky.social. buttondown.com/maiht3k/arch... My tldr: Creative works are an expression of the creators' humanity - we need to understand, respect, and protect what that means in this age of LLMs.
buttondown.com
"Virtual Employees" and Remixing Machines Devalue Human Work
Nadella's Arguments against Copyright Misrepresent both People and Computers By Emily According to Katie Prescott in The Times Microsoft CEO Satya Nadella is...
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