Sam Redlich @SamRedlich
Neuro-Symbolic AI. Mathematical Ontologies. Reasoning, Verification & Trust. Expanding Computational Capabilities, Pattern Generation & Predictive Models. 1331Labs.com Princeton, NJ Joined June 2012-
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Good evals writeup from Crosby. The gap: nothing in the pipeline stands for what a clause does (who owes what to whom, which conditions, which defined terms). Without that object, 55% attorney disagreement reads as subjectivity. Most of it is wording and hygiene a diff resolves... @aveekdg
Designing evals for contract review is one of the most complex technical problems I’ve encountered. Ten great lawyers will redline the same contract ten different ways. How do you tell an agent what good looks like? We've cracked some big parts of the puzzle and are finally
@jeffreyhuber @TheEthanDing i feel really revved up
@deanwball like a really good math equation that derives answers about reality and does not depend on heuristics
@hamandcheese there is a way this should be done
@christophersaum “trust infrastructure”
@andrewarruda you get a robot, you get a robot, you get a robot!!!!
ronfriedmann @ronfriedmann
14K Followers 1K Following I innovate in law practice via AI, KM, legal tech, and process. Experience in Big Law, legal depts, ALSP, legal software. Ex Bain + Gartner. Consulting now.
Ken Adams @AdamsDrafting
4K Followers 709 Following Author of A Manual of Style for Contract Drafting; blogger at Adams on Contract Drafting. At https://t.co/9jqb5oxGC8, and on Spoutible I'm @AdamsDrafting.
Chris Valdheims @cvaldheims
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Five College Movers @5CollegeMovers
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Jonny Provost @jonny_provost
638 Followers 1K Following Sports UMass Football ,UMass BBall, Anything UMass Sports, Washed Up QB Chicopee Comp 06 #UMassTwitter #A10MBB
UMassHoopster @UHoopster
370 Followers 340 Following UMass hoops, James Bond, Burritos. Connect with me on the other site: @umasshoopster
Curry Hicks Sage @CurryHicksSage
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Kenneth A. Grady @LeanLawStrategy
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Ross @R0ss_TheB0ss
313 Followers 1K Following Mostly UMass Sports, Boston Sports, and Bonnaroo. College D1 Intramural Champion.
Dawn Edgeworth @DawnEdgewo83741
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Zinnia @BriaTillma18246
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Cristina @Cristin42381636
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Chris E @Sony91121271
284 Followers 369 Following I explain AI to lawyers and lawyers to AI. Recovering eDiscovery expert. Microsoft 365 survivor. ADHD exploiter. Father, Husband, Excited, Tired, Local LLM.
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225 Followers 413 Following Founder & C(ET)O of Lawless | Prev. AI PhD, BigTech Researcher I write about how AI is rebuilding legal infrastructure — especially IP
Brianna @Tiphany2041367
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Mark Kingsley-William... @Mark_A_K_W
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Grounded DI LLC @Grounded_DI
105 Followers 316 Following Grounded DI LLC - Auditable, Deterministic Super Intelligence https://t.co/RMZfPSLShW
Overfitting Dicta @Overfit_Dicta
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Olivier Allard @OAllRaff
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Javed Qadrud-Din @Javed_Qadruddin
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fdcvvv @fdcvvv145575
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Robert, from Brill Me... @brill_media
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matthew sigels CFA @matthew_sige
92 Followers 2K Following Head of digital assets research @VanEck_us . PM, VanEck Onchain Economy ETF ($NODE). Disclosures https://t.co/Dc96OgzWkl https://t.co/PqcCEmdREY
Ax @AdaptiveAx
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robert @robertdqj
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Brooke Rollins @brookerollins54
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Gordon Cassie @gordon_cassie
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ShipStation @ShipStation
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Mykhailo Sorochuk @sir4K_zen
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Nick Grothe @NPGrothe
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Crystal Hayes @CrystalHayes24
390 Followers 6K Following God First | Christian | Proud Mum | Love | Lover Of Life | Nature | Love My Family | Love My Pet. Digital Marketing Trading Wifi $ mentor!!!
Max Almaxa @MaxAlmaxar
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Patricia Rick @PatriciaRi6170
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Quinton Covington @qcvgtn
15 Followers 29 Following we live in the world we imagine. Founder at Helicon Institute & NGM K-12 School Neuroscience Lab Manager at Johns Hopkins
Avi @AviDowek
76 Followers 56 Following Dad | Lead Product Engineer @ Radiant HCG | Founder @ Aveli RCM
Philip Feivel Yecko @PhilipYecko
327 Followers 922 Following Professor and Chair of Physics @cooperunion. All views personal. Fluid dynamics, astronomy, applied math, rabbinic texts, יידיש. AKA Zio Phil
Larvandar Ruby @HanaSerenesiren
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Bob Lucas from Sacram... @BobLucasSAC
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ronfriedmann @ronfriedmann
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Frank Martin @coachFMartin
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Maroon Musket @MaroonMusket
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Ken Adams @AdamsDrafting
4K Followers 709 Following Author of A Manual of Style for Contract Drafting; blogger at Adams on Contract Drafting. At https://t.co/9jqb5oxGC8, and on Spoutible I'm @AdamsDrafting.
Chris Valdheims @cvaldheims
4K Followers 3K Following Writing about creativity + business. Sharing lessons from my journey from foster kid to author and founder of @creatorscounsel fka/aka Jon Tobin
Fight Massachusetts @FightMA01003
16K Followers 2K Following Official home for independent #UMass athletics news and analysis Tweets from @MichaelTraini RTs not endorsements disclaimer DMs open
Five College Movers @5CollegeMovers
2K Followers 2K Following #StressFreeMoving | 45,000 + Moves since 2009 🏡 | 2,100 + ⭐️⭐️⭐️⭐️⭐️ Reviews on @google | MHEC & MA State Vendor 📚📍Northampton, MA📍Hartford, CT
UMass Men's Basketbal... @UMassMBB
19K Followers 322 Following Home of the 𝓢𝓬𝓻𝓲𝓹𝓽 𝓤 Official Twitter account of the University of Massachusetts Men's Basketball program.
Old Cage @UMass62
370 Followers 511 Following UMass '62 BS & '63 Isenberg MBA All things UMass Athletics
UMassHoops.com @UMassHoops_com
3K Followers 341 Following http://t.co/riLANQwMOI is a fan site for the UMass Minutemen basketball team, including the #1 message board for all UM sports. Join us in supporting the team!
Tyler Kmetz @tjkmetz10
565 Followers 1K Following Mostly #UMassTwitter 🚩| Dad | weekend🏌🏼♂️| bestball enthusiast 🏈 | 2 x DK Milly Finalist
Ryan Bamford @UMassADBamford
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Erin Levine @erinlevine_
4K Followers 1K Following lawyer ➡️ founder @hellodivorce. 2 kids. optimist. slow burn. late bloomer. used to ghost out of parties, now desperate for one. #justicetech for the win.
Jay Burnham @Burnham_Jay
3K Followers 1K Following Voice of the Minutemen - TV & radio broadcaster @Umass & @WooSox. TV Host on @NESN - Survived 20 years in MiLB. Loves dogs, nature & craft beer. I'm on Bluesky.
Jonny Provost @jonny_provost
638 Followers 1K Following Sports UMass Football ,UMass BBall, Anything UMass Sports, Washed Up QB Chicopee Comp 06 #UMassTwitter #A10MBB
High Character @HighCharacter_
2K Followers 328 Following All things UMass Hockey, including game recaps, interviews, arena reviews, vlogs and more! Hosted by @CameronGuzzo and @Evin_Sully (Not affiliated w/ UMass)
Dev Shah @0xDevShah
12K Followers 723 Following audodidact | building Optimus @iaconhq | sim @ newton, mujoco | transhumanist | e/acc | head of devrel @resembleai
fleet @fleet_ai
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Yuhan Luo @_yuhanluo
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AI Engineer 🔜 CODE... @aiDotEngineer
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Kevin O'Connell @kkoconnell
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Chris E @Sony91121271
284 Followers 369 Following I explain AI to lawyers and lawyers to AI. Recovering eDiscovery expert. Microsoft 365 survivor. ADHD exploiter. Father, Husband, Excited, Tired, Local LLM.
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235 Followers 388 Following Special Counsel (Litigation), Milbank LLP. Working on LegalForecastBench and legal AI products in my free time. Product manager, LegalQuants’ legal AI plugin.
Alistair McLeay @alistairmcleay
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Mike Taylor @hammer_mt
12K Followers 4K Following 🧪 Head of Evals @Every 📕 O'Reilly author: Prompt Engineering & DSPy 🎓 400k students on AI Udemy course 🤖 AI engineer since 2020 📈 Built a 50 person agency
JP Mohler @jaypmo
1K Followers 115 Following Co-Founder, @Gen_Legal_Inc Fmr: ML Engineer, @Harvard_Law, @CooleyLLP
Jack Newton @jack_newton
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Jasper Lu @lu__jasper
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Keith @keithsalins_
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Chris Kercher @ChrisKercher_
2K Followers 1K Following Founder, Kercher Law - for bet-the-company disputes | Stanford Law Lecturer | former partner and founder of Quinn Emanuel AI & Data Analytics Group |
Christine Park @sparkcpark
1K Followers 162 Following Stanford CS PhD | UW Neurosurgery | DukeMed '23 | Duke Engineering (AI) '22 | Dartmouth '17 | https://t.co/2D92CCw425
LiTiL Labs @LiTiLlabs
92 Followers 5 Following Building the open intelligence layer for legal AI — software, agents, RL envs, and models you own.
Jeff Clavier @jeff
96K Followers 359 Following Founder of Uncork, one of the OG seed VC firms. Invested in 300 cos at scary early stage. Owner of Clos Clavier. @bernadette hubby, dad of 2, grandad of 1.
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1K Followers 2K Following Building @moritzlaw YC (W26), ex-outside counsel for OpenAI
Steven Obiajulu @StevenObiajulu
198 Followers 556 Following Building OpenAgreements to make legal work easier. Harvard-trained lawyer. MIT-trained engineer. Sharing what I build and learn. Husband, dad of
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4K Followers 939 Following luck is controllable -- partner @kleinerperkins, prev vp product @harvey @scale_ai @shieldaitech @CarnegieMellon
han @hanhanhan_kim
711 Followers 532 Following ceo/cofounder at @fearnlegal neuro phd dropout @caltech recovering patent guy @mofollp
steve jang @stevejang
43K Followers 4K Following entrepreneur, now vc | founder @kindredventures | early investor 🌱 @uber @coinbase @perplexity_ai @fal @get_hydrahost @meckaAI @parasail_io @nuro @aaloatomics
Monid @MonidHQ
7K Followers 7 Following OpenRouter for agent tools. Discord: https://t.co/qDmOMjMIu9
Grounded DI LLC @Grounded_DI
105 Followers 316 Following Grounded DI LLC - Auditable, Deterministic Super Intelligence https://t.co/RMZfPSLShW
Romàn @romanbuildsaas
23K Followers 309 Following Co-Founder & GTM @gojiberryai (YC P26) | Building AI agents that find & book meetings with your next customers | 3500 customers | 1x exit
CV.YH @0xCVYH
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Marc Klingen @marcklingen
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Jason Boehmig @jboehmig
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431 Followers 264 Following Patent and trade secret attorney. Evaluating and improving legal AI. Writing at https://t.co/kaUnTETGik. Not legal advice.
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Michael Adams @m_adams
7K Followers 447 Following Using AI to fix government | Practicing virtuous politics | 🇺🇸 📈




























