In Case You Missed It (Law)
Digest for Saturday February 7, 2026

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. You might also enjoy this post: How and why I (still) use social media. It includes tips on how to make your own custom social media algo(s).

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 Deletes Racist Video of Obamas After Outcry  🔥🔥🔥🔥
  2. L.A. public defenders are on a win streak as Trump's Justice Department charges activists  🔥🔥🔥🔥
    The federal public defender's office in L.A. was 5 and 0 against prosecutors in trials related to immigration raids and protests. Trial No. 6 was last month.
  3. Calls to halt UK Palantir contracts grow amid ‘lack of transparency’ over deals  🔥🔥🔥
    Opposition MPs urge Labour to pause public contracts with the US tech firm after attempts to examine deals blocked ...
  4. How the men in the Epstein files defeated #MeToo  🔥🔥
    The emails show the “anti-woke” crusaders are afraid of accountability.
  5. Reform faces police investigation over ‘concerned neighbour’ byelection letters  🔥🔥
    Material distributed in Gorton and Denton did not have legally required imprint stating it was funded by party ...
  6. Opinion | A Law That Might Just Save the Midterms  🔥🔥
  7. ‘I Didn’t Make a Mistake’: Trump Declines to Apologize for Racist Video of Obamas  🔥
  8. Donald Trump prompts fury after posting racist video about Barack and Michelle Obama – US politics live  🔥
    The US president posted a racist video on Truth Social that included disproven allegations about ballot-counting ...
  9. Opinion | The Risk We Face in Opposing Trump  🔥

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. We are not Nazis.  🔥🔥🔥
    Also: No Kings, No Dictators.
  2. We Can't Let The Abuser-In-Chief Control the Narrative  🔥
    We the people and fearless journalists must stand together. That includes confronting Trump's Epstein denials and the continuing lies of election fraud that he's shaping for the midterms.
  3. JD Vance BOOED at the Olympics  🔥
    See the moment: They are despised internationally.
  4. LIVE SOON: Racist Covfefe from Racist Convicted Felon Trump: A Live with Danielle Moodie  🔥
    Starting Feb 6 at 2:00 PM EST ...
  5. An Ethnic Cleansing Averted (For Now)  🔥
    An Update on Springfield, Ohio ...

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 Most Dangerous Corporation in America?  🔥🔥🔥🔥🔥
    The AI surveillance state is real — and it's being built by Palantir.
  2. Trump Administration Official Says Quiet Part Out Loud on AI-in-Government Plans 
    A ProPublica report on plans to use AI to write regulations at the US Department of Transportation should be a warning signal, writes Jordan Ascher.
  3. Randomly quoting Ray Bradbury did not save lawyer from losing case over AI errors 
    Behold the most overwrought AI legal filings you will ever gaze upon.
  4. AI-generated text is overwhelming institutions – setting off a no-win ‘arms race’ with AI detectors 
    People are using generative AI to flood courts with filings, legislatures with constituent letters and publications with submissions. AI detectors are no silver bullet.
  5. California investigates Elon Musk’s AI company after ‘avalanche’ of complaints about sexual content – The Markup 
    Attorney General Rob Bonta said his office is looking into whether a new AI image editing tool from Elon Musk's company violates California law.

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. Paying For The Crime And The Time:  Pay-To-Stay Laws And Constitutional Limits  🔥
    Pay-to-stay laws allow states to seek reimbursement from currently or formerly incarcerated people for the costs of their incarceration. These statutes impose s ...

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. The Limits of Regulating AI Safety Through Liability and Insurance: Lessons From Cybersecurity  🔥🔥
    As Artificial Intelligence (AI) systems become increasingly embedded in decision-making, design, and development across public and private sectors, proposals to ...
  2. The Rise of Large Language Models and the Direction and Impact of US Federal Research Funding  🔥
  3. Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models 
    Knowledge distillation improves large language model (LLM) reasoning by compressing the knowledge of a teacher LLM to train smaller LLMs. On-policy distillation advances this approach by having the st...
  4. A Unified Definition of Hallucination: It's The World Model, Stupid! 
    ArXiv link for A Unified Definition of Hallucination: It's The World Model, Stupid!
  5. Cost-Efficient RAG for Entity Matching with LLMs: A Blocking-based Exploration 
    Retrieval-augmented generation (RAG) enhances LLM reasoning in knowledge-intensive tasks, but existing RAG pipelines incur substantial retrieval and generation overhead when applied to large-scale ent...

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. ICYMI (Law) (@icymilaw.org)
  2. Law + Tech News Bot (@news.bot.suffolklitlab.org)
  3. Barred and Boujee aka Madiba Dennie (@audrelawdamercy.bsky.social(promoted)
  4. Mark Copelovitch (@mcopelov.bsky.social(promoted)
  5. Timothy McBride (@mcbridetd.bsky.social(promoted)
  6. Scott Horton (@robertscotthorton.bsky.social(promoted)
  7. Steve Vladeck (@stevevladeck.bsky.social(promoted)
  8. Roger Parloff (@rparloff.bsky.social)
  9. Joshua Erlich (@joshuaerlich.bsky.social(promoted)
  10. Qasim Rashid, Esq. (@qasimrashid.com(promoted)
  11. Quinta Jurecic (@qjurecic.bsky.social(promoted)
  12. davidrlurie (@davidrlurie.com)
  13. Adam Bonin (@adambonin.bsky.social(promoted)
  14. David Ho (@davidho.bsky.social(promoted)
  15. Aaron Reichlin-Melnick (@reichlinmelnick.bsky.social)
  16. Joyce White Vance (@joycewhitevance.bsky.social(promoted)
  17. Cristian Farias (@cristianfarias.com)
  18. Don Moynihan (@donmoyn.bsky.social)
  19. Andy Craig (@andycraig.bsky.social(promoted)
  20. Ryan Goodman (@rgoodlaw.bsky.social)
  21. Jay Willis (@jaywillis.net(relegated)
  22. Max Kennerly (@maxkennerly.bsky.social(relegated)
  23. David Noll (@david.noll.org(relegated)
  24. dag (@davidallengreen.bsky.social(relegated)
  25. CREW (@citizensforethics.org(relegated)
  26. Colin Murray (@colinmurray.bsky.social(relegated)
  27. In The Ancient Libraries of Popehat (@kenwhite.bsky.social(relegated)
  28. Jakub Jaraczewski (@jakubjaraczewski.bsky.social(relegated)
  29. Chris Geidner (@chrisgeidner.bsky.social(relegated)
  30. Brian Finucane (@bcfinucane.bsky.social(relegated)
  31. Anthony Michael Kreis (@anthonymkreis.bsky.social(relegated)
  32. Mark Joseph Stern (@mjsdc.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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