In Case You Missed It (Law)
Digest for Saturday July 5, 2025

Greetings, my name is David Colarusso. I'm the co-director of Suffolk University Law School's Legal Innovation & Technology (LIT) Lab. With one foot in law and the other in tech, I really want the open web to thrive. So I created a bot (@icymilaw.org) and this site to help folks discover great law-themed content while showing off what one can do with sufficiently open protocols. Note, the number of fire emoji represent how many standard deviations more popular a link is than the average link observed in its category.

If you like these, you'll ❤️ this open source client-side algorithmically-driven RSS reader.

News-like Links

A collection of links shared recently¹ by legal-type folks² with URLs that look like they point to news articles,³ sorted by popularity.

  1. Trump Claims Sweeping Power to Nullify Laws, Letters on TikTok Ban Show  🔥🔥🔥🔥🔥
  2. Mamdani Identified as Asian and African American on College Application  🔥🔥
  3. Goodbye to All That 
    My resignation from the FBI. 
  4. Elon Musk Lost to Trump. He Can’t Get Over It. 
    Why can’t the entrepreneur stop himself from making things worse with the White House?
  5. This Fourth of July, the world declares its independence from America | Stephen Marche 
    America is turning away from itself, and the rest of the world must follow ...

Blog-like Links

A collection of links shared recently⁴ by legal-type folks⁵ with URLs that look like they point to blogs/newsletters,⁶ sorted by popularity.

  1. On Tyranny free resources  🔥🔥
    To use and to share, now or any time ...
  2. A New Declaration of Independence from Tyranny  🔥🔥
    Effective July 4, 2025 ...
  3. Judge transfers new case challenging South Sudan deportations  🔥
    An administrative stay issued Friday morning will last until 4:30 p.m. Further action would have to come from Massachusetts. Read the new claims at Law Dork.
  4. Concentration Camp Labor 
    Cannot Become Normal ...
  5. July 4, 2025 
    An American flag in the rigging of “Old Ironsides,” the U.S.S.

AI & The Law Links

A collection of links shared recently⁷ on Bluesky that look like they talk about AI & the law,⁸ sorted by popularity.

  1. The budget bill opens the floodgates for state surveillance tech and bad AI  🔥🔥🔥🔥
    Silicon Valley wins big in the accelerated authoritarianism of Trump's beautiful bill ...
  2. Musk's xAI scores permit for gas-burning turbines to power Grok supercomputer in Memphis  🔥🔥🔥
    Elon Musk's artificial intelligence startup attained an official permit to power its Memphis supercomputer facility using natural gas-burning turbines.
  3. Republican Budget Bill Signals New Era in Federal Surveillance | TechPolicy.Press  🔥🔥🔥
    To advance the Trump administration’s immigration enforcement priorities, the Republican budget bill is set to fund a major expansion of federal surveillance.
  4. AI Law Tracker  🔥
  5. James Carville Is Right to Panic — Because Trump’s Next Power Grab Doesn’t Need a Mob  🔥
    Forget Jan 6th. Trump’s next move is smarter, and far more dangerous: use the courts, AI & right-wing militias to erase millions of Americans from the vote — legally. It’s not a theory. It’s a plan.

Law Review-like Links

A collection of links shared recently⁹ on Bluesky that look like they point to papers in law journals or the like,¹⁰ sorted by popularity.

  1. Introduction to Intellectual Property Law  🔥🔥
    This one-day teaching module provides an introduction to U.S. intellectual property law, including trade secrets, utility patents, design patents, copyrights, a ...
  2. Executive Summary: Administrative Decision-Making in Patent Proceedings: Expert Testimony Effectiveness and Institutional Patterns  🔥
    When Google challenged Singular Computing's Low Precision High Dynamic Range patents across six Inter Partes Review proceedings, the lit ...
  3. Democracy and the Intersection of Prisons, Racism, and Capital 
    Rutgers University History Professor David Oshinsky's book entitled "'Worse Than Slavery': Parchman Farm and the Ordeal of Jim Crow Justice" provides ...
  4. Defining 'Woman': Biological Sex and Gender 
    The current debate about the meaning of the term “woman” has become a proxy for the culture wars over the rights of sexual and gender minorities, with social co ...
  5. Crypto and the Evolution of the Capital Markets 
    This paper argues that blockchain technology solves a problem the traditional securities markets still haven't fixed: the lack of a more direct, efficient, and ...

AI Paper-like Links

A collection of links shared recently¹¹ on Bluesky that look like they point to papers on AI,¹² sorted by popularity. Wondering why this section is on a site about the law? Well, I teach a course on AI & the Law, and it turns out that understanding this stuff is super important to figuring out what the law might have to say. So, I figured since I was sharing lists, I might as well share this one too.

  1. Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task  🔥🔥🔥
    This study explores the neural and behavioral consequences of LLM-assisted essay writing. Participants were divided into three groups: LLM, Search Engine, and Brain-only (no tools). Each completed thr...
  2. Generalizing Verifiable Instruction Following 
    ArXiv link for Generalizing Verifiable Instruction Following ...
  3. LeanConjecturer: Automatic Generation of Mathematical Conjectures for Theorem Proving 
    We introduce LeanConjecturer, a pipeline for automatically generating university-level mathematical conjectures in Lean 4 using Large Language Models (LLMs). Our hybrid approach combines rule-based co...
  4. Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models 
    We investigate the robustness of reasoning models trained for step-by-step problem solving by introducing query-agnostic adversarial triggers - short, irrelevant text that, when appended to math probl...
  5. LLM Hypnosis: Exploiting User Feedback for Unauthorized Knowledge Injection to All Users 
    ArXiv link for LLM Hypnosis: Exploiting User Feedback for Unauthorized Knowledge Injection to All Users ...

The High Score

The 20 accounts most reposted by @icymilaw.org over the past week¹³ (the list below is updated every Sunday). High Score, get it? One Score = 20, as in, "four score and seven years ago." ;)

  1. Law + Tech News Bot (@news.bot.suffolklitlab.org)
  2. Aaron Reichlin-Melnick (@reichlinmelnick.bsky.social)
  3. ICYMI (Law) (@icymilaw.org(promoted)
  4. Steve Vladeck (@stevevladeck.bsky.social)
  5. Joyce White Vance (@joycewhitevance.bsky.social(promoted)
  6. Evan Bernick, a finite mode with a smol hooman and a lorg floof (@evanbernick.bsky.social)
  7. Chris Geidner (@chrisgeidner.bsky.social)
  8. Leah Litman (@leahlitman.bsky.social)
  9. Barred and Boujee and NEWLYWED aka Madiba Dennie (@audrelawdamercy.bsky.social(promoted)
  10. Anthony Michael Kreis (@anthonymkreis.bsky.social(promoted)
  11. Michael Li (李之樸) (@mcpli.bsky.social(promoted)
  12. Jessica Pishko (@jesspish.bsky.social(promoted)
  13. Dan Izzo (@izzos.us(promoted)
  14. Mike Masnick (@mmasnick.bsky.social(promoted)
  15. Jacob T. Levy (@jacobtlevy.bsky.social(promoted)
  16. Nicholas Grossman (@nicholasgrossman.bsky.social)
  17. Jay Willis (@jaywillis.net(promoted)
  18. Gabriel Malor (@gabrielmalor.bsky.social(promoted)
  19. Andy Craig (@andycraig.bsky.social(promoted)
  20. Siva (@sivav.bsky.social(promoted)
  21. Corey Rayburn Yung (@coreyryung.bsky.social(relegated)
  22. David Burbach (@dburbach.bsky.social(relegated)
  23. David Menschel (@davidmenschel.bsky.social(relegated)
  24. Joe Dunman (@joedunman.bsky.social(relegated)
  25. John Pfaff (@johnpfaff.bsky.social(relegated)
  26. Popehat’s Interests First (@kenwhite.bsky.social(relegated)
  27. Justin Hendrix (@justinhendrix.bsky.social(relegated)
  28. Lawrence Hurley (@lawrencehurley.bsky.social(relegated)
  29. Lawfare (@lawfaremedia.org(relegated)
  30. Brian Finucane (@bcfinucane.bsky.social(relegated)
  31. Max Kennerly (@maxkennerly.bsky.social(relegated)
  32. emptywheel (@emptywheel.bsky.social(relegated)
  33. Adil Haque (@adhaque.bsky.social(relegated)

This link was also in yesterday's digest.
¹ Approx. 1 day lookback.
² Attorneys, law profs, et al.
³ News-like links (law)
Supra note 1.
Supra note 2.
Blog-like links (law)
⁷ Approx. 3.5 days lookback.
AI & the Law
⁹ Approx. 1 week lookback.
¹⁰ Law Review-like
¹¹ Supra note 9.
¹² AI Papers et al.
¹³ High Score

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