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Kirkland says it's spending $500 MILLION to build its own in-house AI

How the fuck is there not a thread on this already? http...
talented effete step-uncle's house
  05/28/26
seems like a good indicator this profession is fucked
avocado high-end spot rigpig
  05/28/26
Uhh, it shows lawyers are more cash rich than Larry Ellison
talented effete step-uncle's house
  05/28/26
Kirkland ​said its platform would be designed based on inf...
zippy incel boltzmann
  05/28/26
Divide 500,000,000 by those numbers in your head
talented effete step-uncle's house
  05/28/26
LMFAO. How does it feel to be one of Kirkland’s like ...
indecent irate useless brakes
  05/29/26
...
Thirsty Den Nowag
  05/29/26
au contraire. rainmaker share partners dont need their brian...
Orchid Address
  05/29/26
Pity the derivatives, credit agreement, fund formation water...
indecent irate useless brakes
  05/29/26
#All_Service_Partners: Report to conference room 42A on Mond...
Orchid Address
  05/29/26
but first they're going to wear google glasses for 6 months ...
shimmering hospital
  05/29/26
...
Orchid Address
  05/29/26
...
Mustard goal in life area
  05/29/26
...
lake anal jap point
  05/29/26
but dbg assured me he would be safe
iridescent library boiling water
  05/28/26
Does he work there with knowledge that partners were hoardin...
talented effete step-uncle's house
  05/28/26
this makes no fucking sense at all. whoever makes the best ...
fuchsia multi-colored hall really tough guy
  05/28/26
they probably tried claude code and think they can do anythi...
avocado high-end spot rigpig
  05/28/26
https://x.com/i/status/2060128889377304715
talented effete step-uncle's house
  05/28/26
Fucking 180 Claude, run a 50 State search for "summa...
infuriating mint chapel
  05/29/26
...
fuchsia multi-colored hall really tough guy
  05/29/26
It'll be some bullshit wrapper on something else. They'll ma...
Chest-beating half-breed elastic band
  05/29/26
Absolutely this, people are delusional to think you are reac...
Bill Paxton and Paul Reiser in ALIENS
  09/01/26
...
Spectacular buff karate dog poop
  09/01/26
just a chill 7 dollars per 1 dollar food court hot dog
Excitant theater stage laser beams
  05/28/26
Lmao $500 million isn’t gonna do shit. Westlaw tried s...
Sepia goyim
  05/29/26
probably worth them reaching out to a frontier lab and stipu...
vibrant canary state volcanic crater
  05/29/26
They could buy 5% of Anthropic right now with the same cash ...
Maroon temple
  05/29/26
which would not quite solve their problem, but does indicate...
vibrant canary state volcanic crater
  05/29/26
It would if their problem is making more $
Maroon temple
  05/29/26
Lawfirms don't have the money for that lol
red center
  05/29/26
That's like 4x Harvey's valuation which is already more over...
Maroon temple
  05/29/26
Fucking savages on XO. They're just going to create a Kirkla...
Sadistic house-broken ticket booth coffee pot
  05/29/26
an AI that is, on balance, in balance
Orchid Address
  05/29/26
...
vibrant canary state volcanic crater
  05/29/26
100%
blathering corn cake private investor
  05/29/26
This doesn't cost $500 million. By the way, they could do a...
Chartreuse comical keepsake machete
  05/30/26
For them to self-host their the LLM server for 800 users usi...
talented effete step-uncle's house
  05/30/26
...
Spectacular buff karate dog poop
  09/01/26
I thought this meant COSTCO Kirkland-brand AI
Startled tattoo circlehead
  05/29/26
...
stimulating theatre antidepressant drug
  09/01/26
so ~570 equity partners voted to forego ~$900k each to inves...
shimmering hospital
  05/29/26
even scarier stuff for service partners rofl
Orchid Address
  05/29/26
yeah i imagine the associates will all get cut and the servi...
shimmering hospital
  05/29/26
I think you mean the 1/3rd of the equity partners who surviv...
Shivering Giraffe Windowlicker
  05/29/26
This is Huge.
nudist crackhouse main people
  05/29/26
*creates dynamic pricing model to change the cost of Kirklan...
180 judgmental ratface
  05/29/26
JFC they’re not *actually doing this, it’s just ...
Burgundy boyish stead selfie
  05/29/26
that's all these announcements ever are and people keep fall...
insecure hairless liquid oxygen
  05/29/26
Aren't you an Engineer? Can't you use it to Engineer shit be...
nudist crackhouse main people
  05/29/26
https://x.com/i/status/2060128889377304715
talented effete step-uncle's house
  05/29/26
nutella vindicated again. got her cute shoes and jumped ship
Scarlet Voyeur
  05/29/26
Soft-serve cones of scholarship getting extruded from Kirkla...
faglord
  05/29/26
Lmao funny we’re all lawyers and the first thing we th...
Sepia goyim
  05/30/26
This is over the next 3-4 years. They would have spent more ...
Splenetic vigorous house feces
  05/29/26
They absolutely would not spend $125-$200 million/year on th...
Chartreuse comical keepsake machete
  05/30/26
I guess I can finally reveal to everyone that I work in bigl...
blathering corn cake private investor
  05/29/26
No litigator AIs, please
embarrassed to the bone stage
  05/29/26
why not spend $5 million on one? Or $50 million? Are you tel...
rusted principal's office place of business
  05/29/26
Or just pay for some premium ChatGPT up to date package for ...
Sepia goyim
  05/30/26
ChatGPT is shit, but Claude/Harvey (which is an overlay on C...
Chartreuse comical keepsake machete
  05/30/26
Whatever they are trying to do, the software is still in its...
talented effete step-uncle's house
  05/30/26
Claude is literally perfect. Investing even one cent in some...
trip menage regret
  09/01/26
my former firm, bottom-of-the-barrel "biglaw" firm...
pale space hissy fit
  09/01/26
Don't care as long as their toilet paper stays cheap.
deranged electric lettuce
  09/01/26


Poast new message in this thread



Reply

Date: May 28th, 2026 10:22 PM
Author: talented effete step-uncle's house

How the fuck is there not a thread on this already?

https://www.reuters.com/legal/legalindustry/law-firm-kirkland-spend-500-million-developing-its-own-ai-platform-2026-05-28/

Just a chill $625k per lawyer going to Jensen Huang

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49905873)



Reply

Date: May 28th, 2026 10:33 PM
Author: avocado high-end spot rigpig

seems like a good indicator this profession is fucked

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49905901)



Reply

Date: May 28th, 2026 10:35 PM
Author: talented effete step-uncle's house

Uhh, it shows lawyers are more cash rich than Larry Ellison

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49905907)



Reply

Date: May 28th, 2026 10:35 PM
Author: zippy incel boltzmann

Kirkland ​said its platform would be designed based on information from 250 Kirkland lawyers ​and would involve more than 180 technology professionals inside and outside the firm.



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49905906)



Reply

Date: May 28th, 2026 10:36 PM
Author: talented effete step-uncle's house

Divide 500,000,000 by those numbers in your head

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49905910)



Reply

Date: May 29th, 2026 11:27 AM
Author: indecent irate useless brakes

LMFAO. How does it feel to be one of Kirkland’s like 4,000 other attorneys whose brains aren’t worthy of being digitized. What a fucking indictment, holy shit.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906516)



Reply

Date: May 29th, 2026 11:29 AM
Author: Thirsty Den Nowag



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906522)



Reply

Date: May 29th, 2026 11:48 AM
Author: Orchid Address

au contraire. rainmaker share partners dont need their brians digitized. the service partners whose brains have now been digitized are now on the chopping block.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906546)



Reply

Date: May 29th, 2026 12:47 PM
Author: indecent irate useless brakes

Pity the derivatives, credit agreement, fund formation waterfall, and tax McKirkland “partners” who have each spent a 60K hours over the last 20 years grinding out the same repetitive 5.7/9.8 drafting and negotiation tasks who are getting digitized. And they’re terminally non-equity, so they’re not sharing in any of the upside of this shit.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906623)



Reply

Date: May 29th, 2026 12:53 PM
Author: Orchid Address

#All_Service_Partners: Report to conference room 42A on Monday at 9am so we can digitize your brain and fire you. Thank.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906635)



Reply

Date: May 29th, 2026 1:03 PM
Author: shimmering hospital

but first they're going to wear google glasses for 6 months to record everything they do.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906658)



Reply

Date: May 29th, 2026 1:05 PM
Author: Orchid Address



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906663)



Reply

Date: May 29th, 2026 1:02 PM
Author: Mustard goal in life area



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906654)



Reply

Date: May 29th, 2026 3:49 PM
Author: lake anal jap point



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906829)



Reply

Date: May 28th, 2026 11:26 PM
Author: iridescent library boiling water

but dbg assured me he would be safe

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906019)



Reply

Date: May 28th, 2026 11:27 PM
Author: talented effete step-uncle's house

Does he work there with knowledge that partners were hoarding $500 million all this time?

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906021)



Reply

Date: May 28th, 2026 11:47 PM
Author: fuchsia multi-colored hall really tough guy

this makes no fucking sense at all. whoever makes the best general purpose AI model, will also make the best AI model for the law. it's not like kirkland will manage to make anything better

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906055)



Reply

Date: May 28th, 2026 11:51 PM
Author: avocado high-end spot rigpig

they probably tried claude code and think they can do anything now

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906060)



Reply

Date: May 28th, 2026 11:52 PM
Author: talented effete step-uncle's house

https://x.com/i/status/2060128889377304715

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906064)



Reply

Date: May 29th, 2026 12:03 PM
Author: infuriating mint chapel

Fucking 180

Claude, run a 50 State search for "summary judgment standard" thank

Now do the same task 800 times per week thank

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906570)



Reply

Date: May 29th, 2026 1:09 PM
Author: fuchsia multi-colored hall really tough guy



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906673)



Reply

Date: May 29th, 2026 12:35 PM
Author: Chest-beating half-breed elastic band

It'll be some bullshit wrapper on something else. They'll market it as "The Kirkland Difference"

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906605)



Reply

Date: September 1st, 2026 12:23 PM
Author: Bill Paxton and Paul Reiser in ALIENS

Absolutely this, people are delusional to think you are reaching the frontier for $500m.

It will be a wrapper or something like post-training an open model

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#50108758)



Reply

Date: September 1st, 2026 12:24 PM
Author: Spectacular buff karate dog poop



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#50108762)



Reply

Date: May 28th, 2026 11:59 PM
Author: Excitant theater stage laser beams

just a chill 7 dollars per 1 dollar food court hot dog

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906074)



Reply

Date: May 29th, 2026 11:31 AM
Author: Sepia goyim

Lmao $500 million isn’t gonna do shit. Westlaw tried some ai bullshit and it’s not as good as chat cpt

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906529)



Reply

Date: May 29th, 2026 11:44 AM
Author: vibrant canary state volcanic crater

probably worth them reaching out to a frontier lab and stipulating:

-- "we want our own airgapped model specifically tuned and trained in the following ways"

-- "you won't have any ongoing compute cost for this because it'll be on our own hardware -- fire and forget revenue infusion for you"

-- "this isn't creating opportunity cost for you because we can't use your API model anyway due to client restrictions (e.g. IP litigation tech clients won't let any material be run through frontier LLMs)"

probably worth a pitch because AI niggers need MONEY

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906543)



Reply

Date: May 29th, 2026 12:22 PM
Author: Maroon temple

They could buy 5% of Anthropic right now with the same cash based on its current market cap

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906593)



Reply

Date: May 29th, 2026 12:45 PM
Author: vibrant canary state volcanic crater

which would not quite solve their problem, but does indicate that they could at least get a meeting

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906619)



Reply

Date: May 29th, 2026 9:51 PM
Author: Maroon temple

It would if their problem is making more $

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907213)



Reply

Date: May 29th, 2026 11:55 AM
Author: red center

Lawfirms don't have the money for that lol

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906555)



Reply

Date: May 29th, 2026 12:16 PM
Author: Maroon temple

That's like 4x Harvey's valuation which is already more overcooked than any SAAS provider in any industry

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906583)



Reply

Date: May 29th, 2026 12:34 PM
Author: Sadistic house-broken ticket booth coffee pot

Fucking savages on XO. They're just going to create a Kirkland-specific wrapper on a third-party platform. They want to have more customization and in-house control over shit. They'll have it trained on more in-house work product. They'll be able to integrate with ediscovery vendors and the like. They'll solve some of the confidentiality concerns. It's not "inventing AI" or some dumb shit.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906601)



Reply

Date: May 29th, 2026 12:45 PM
Author: Orchid Address

an AI that is, on balance, in balance

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906618)



Reply

Date: May 29th, 2026 12:46 PM
Author: vibrant canary state volcanic crater



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906621)



Reply

Date: May 29th, 2026 6:51 PM
Author: blathering corn cake private investor

100%

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907043)



Reply

Date: May 30th, 2026 3:51 PM
Author: Chartreuse comical keepsake machete

This doesn't cost $500 million. By the way, they could do all of this with a Harvey AI sub at a small fraction of the price. They could also create some customization for Claude and spend even less. The only way to spend $500 million on this is pure incompetence or theft.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907810)



Reply

Date: May 30th, 2026 4:44 PM
Author: talented effete step-uncle's house

For them to self-host their the LLM server for 800 users using open weight models, with full time support staff, would be maybe $10mm yr tops. They could do it for $5 million/yr I bet

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907840)



Reply

Date: September 1st, 2026 12:09 PM
Author: Spectacular buff karate dog poop



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#50108696)



Reply

Date: May 29th, 2026 12:36 PM
Author: Startled tattoo circlehead

I thought this meant COSTCO Kirkland-brand AI

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906607)



Reply

Date: September 1st, 2026 12:11 PM
Author: stimulating theatre antidepressant drug



(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#50108703)



Reply

Date: May 29th, 2026 12:49 PM
Author: shimmering hospital

so ~570 equity partners voted to forego ~$900k each to invest in this. they must have ran the numbers and decided the potential associate savings were worth it. pretty scary stuff for young lawyers.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906627)



Reply

Date: May 29th, 2026 12:55 PM
Author: Orchid Address

even scarier stuff for service partners rofl

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906641)



Reply

Date: May 29th, 2026 12:56 PM
Author: shimmering hospital

yeah i imagine the associates will all get cut and the service partners will be docked down to associate pay levels and the equity partners will fucking ball out.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906643)



Reply

Date: May 29th, 2026 2:59 PM
Author: Shivering Giraffe Windowlicker

I think you mean the 1/3rd of the equity partners who survive this will ball out even more than they already are balling out.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906805)



Reply

Date: May 29th, 2026 1:01 PM
Author: nudist crackhouse main people

This is Huge.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906653)



Reply

Date: May 29th, 2026 1:05 PM
Author: 180 judgmental ratface

*creates dynamic pricing model to change the cost of Kirkland brand Extra Virgin Olive Oil depending upon predicted customer behaviors*

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906662)



Reply

Date: May 29th, 2026 3:19 PM
Author: Burgundy boyish stead selfie

JFC they’re not *actually doing this, it’s just advertising to dumbfuck GCs. They might as well have said $1 BILLION to be doubly impressive.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906819)



Reply

Date: May 29th, 2026 3:50 PM
Author: insecure hairless liquid oxygen

that's all these announcements ever are and people keep falling for it

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906832)



Reply

Date: May 29th, 2026 6:47 PM
Author: nudist crackhouse main people

Aren't you an Engineer? Can't you use it to Engineer shit better.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907032)



Reply

Date: May 29th, 2026 6:34 PM
Author: talented effete step-uncle's house

https://x.com/i/status/2060128889377304715

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907018)



Reply

Date: May 29th, 2026 3:29 PM
Author: Scarlet Voyeur

nutella vindicated again. got her cute shoes and jumped ship

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906822)



Reply

Date: May 29th, 2026 3:53 PM
Author: faglord

Soft-serve cones of scholarship getting extruded from Kirkland's AI law slop dispenser

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906841)



Reply

Date: May 30th, 2026 1:56 PM
Author: Sepia goyim

Lmao funny we’re all lawyers and the first thing we thought of was Costco.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907711)



Reply

Date: May 29th, 2026 4:00 PM
Author: Splenetic vigorous house feces

This is over the next 3-4 years. They would have spent more than that on tokens and AI licenses anyway given the nature of their business. Not really news IMO.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49906858)



Reply

Date: May 30th, 2026 3:54 PM
Author: Chartreuse comical keepsake machete

They absolutely would not spend $125-$200 million/year on this if they just went with an existing solution.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907815)



Reply

Date: May 29th, 2026 6:49 PM
Author: blathering corn cake private investor

I guess I can finally reveal to everyone that I work in biglaw.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907039)



Reply

Date: May 29th, 2026 9:49 PM
Author: embarrassed to the bone stage

No litigator AIs, please

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907209)



Reply

Date: May 29th, 2026 10:01 PM
Author: rusted principal's office place of business

why not spend $5 million on one? Or $50 million? Are you telling me a team of 10 or so capable software engineers couldn’t build whatever Kirkland wants it to do for that much?

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907238)



Reply

Date: May 30th, 2026 1:57 PM
Author: Sepia goyim

Or just pay for some premium ChatGPT up to date package for everyone and tell them to use chat GPT.

Also I’m guessing we’re gonna start having shit like Kirkland Costco (powered by ChatGPT) very soon.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907714)



Reply

Date: May 30th, 2026 3:52 PM
Author: Chartreuse comical keepsake machete

ChatGPT is shit, but Claude/Harvey (which is an overlay on Claude) or Gemini are all fine. You can get enterprise subs with terms that will care for confidentiality concerns.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907812)



Reply

Date: May 30th, 2026 4:52 PM
Author: talented effete step-uncle's house

Whatever they are trying to do, the software is still in its infancy and no one has actually cured the hallucination problem, or the randomly-speaking-chinese problem, or the "it doesn't understand human psychology" problem. All of these platforms are still dogshit right now. They can't even OCR well. There are SAAS companies advertising cloud OCR platforms to law firms, and they brag that they do NOT use AI.

There's also no benefit to training an AI on client data vs transforming client data into vector databases. In fact it it's worse, because every time there's a new development you have to retrain the model, rather than just updating some vector database of client files. And vector databases cost nothing to deploy and maintain. This really looks like fake news to me and I don't understand why Kirkland announced this to Thomson Reuters

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#49907842)



Reply

Date: September 1st, 2026 12:12 PM
Author: trip menage regret

Claude is literally perfect. Investing even one cent in something proprietary when Claude is already this good is just lighting money on fire.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#50108707)



Reply

Date: September 1st, 2026 12:21 PM
Author: pale space hissy fit

my former firm, bottom-of-the-barrel "biglaw" firm baker hostetler, had some kind of automated "associate" several years ago, named "eric" or "bob" or something. no idea what it did, but given where the technology was back then it was probably laughably bad.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#50108747)



Reply

Date: September 1st, 2026 12:23 PM
Author: deranged electric lettuce

Don't care as long as their toilet paper stays cheap.

(https://xoxohth.com/thread.php?thread_id=5869753&forum_id=2#50108760)