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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...
cerebral startling church building immigrant
  05/28/26
seems like a good indicator this profession is fucked
Useless ratface
  05/28/26
Uhh, it shows lawyers are more cash rich than Larry Ellison
cerebral startling church building immigrant
  05/28/26
Kirkland ​said its platform would be designed based on inf...
honey-headed locale cumskin
  05/28/26
Divide 500,000,000 by those numbers in your head
cerebral startling church building immigrant
  05/28/26
LMFAO. How does it feel to be one of Kirkland’s like ...
rusted ladyboy school cafeteria
  05/29/26
...
appetizing chapel water buffalo
  05/29/26
au contraire. rainmaker share partners dont need their brian...
Maroon therapy box office
  05/29/26
Pity the derivatives, credit agreement, fund formation water...
rusted ladyboy school cafeteria
  05/29/26
#All_Service_Partners: Report to conference room 42A on Mond...
Maroon therapy box office
  05/29/26
but first they're going to wear google glasses for 6 months ...
Magical sanctuary
  05/29/26
...
Maroon therapy box office
  05/29/26
...
Disturbing national boltzmann
  05/29/26
...
flesh talking masturbator heaven
  05/29/26
but dbg assured me he would be safe
wine arrogant toaster
  05/28/26
Does he work there with knowledge that partners were hoardin...
cerebral startling church building immigrant
  05/28/26
this makes no fucking sense at all. whoever makes the best ...
Green corner fanboi
  05/28/26
they probably tried claude code and think they can do anythi...
Useless ratface
  05/28/26
https://x.com/i/status/2060128889377304715
cerebral startling church building immigrant
  05/28/26
Fucking 180 Claude, run a 50 State search for "summa...
odious coral theater stage
  05/29/26
...
Green corner fanboi
  05/29/26
It'll be some bullshit wrapper on something else. They'll ma...
Out-of-control travel guidebook
  05/29/26
Absolutely this, people are delusional to think you are reac...
Bill Paxton and Paul Reiser in ALIENS
  09/01/26
...
cobalt den
  09/01/26
just a chill 7 dollars per 1 dollar food court hot dog
Bat Shit Crazy Double Fault
  05/28/26
Lmao $500 million isn’t gonna do shit. Westlaw tried s...
Clear faggot firefighter
  05/29/26
probably worth them reaching out to a frontier lab and stipu...
Stirring massive prole
  05/29/26
They could buy 5% of Anthropic right now with the same cash ...
nudist haunting indian lodge
  05/29/26
which would not quite solve their problem, but does indicate...
Stirring massive prole
  05/29/26
It would if their problem is making more $
nudist haunting indian lodge
  05/29/26
Lawfirms don't have the money for that lol
Razzmatazz Stead
  05/29/26
That's like 4x Harvey's valuation which is already more over...
nudist haunting indian lodge
  05/29/26
Fucking savages on XO. They're just going to create a Kirkla...
Soul-stirring embarrassed to the bone dilemma foreskin
  05/29/26
an AI that is, on balance, in balance
Maroon therapy box office
  05/29/26
...
Stirring massive prole
  05/29/26
100%
Swashbuckling Alcoholic State Circlehead
  05/29/26
This doesn't cost $500 million. By the way, they could do a...
sooty location ape
  05/30/26
For them to self-host their the LLM server for 800 users usi...
cerebral startling church building immigrant
  05/30/26
...
cobalt den
  09/01/26
I thought this meant COSTCO Kirkland-brand AI
curious theatre useless brakes
  05/29/26
...
overrated resort sneaky criminal
  09/01/26
so ~570 equity partners voted to forego ~$900k each to inves...
Magical sanctuary
  05/29/26
even scarier stuff for service partners rofl
Maroon therapy box office
  05/29/26
yeah i imagine the associates will all get cut and the servi...
Magical sanctuary
  05/29/26
I think you mean the 1/3rd of the equity partners who surviv...
Concupiscible address
  05/29/26
This is Huge.
galvanic abnormal casino
  05/29/26
*creates dynamic pricing model to change the cost of Kirklan...
Citrine bearded feces
  05/29/26
JFC they’re not *actually doing this, it’s just ...
marvelous area
  05/29/26
that's all these announcements ever are and people keep fall...
well-lubricated puce library
  05/29/26
Aren't you an Engineer? Can't you use it to Engineer shit be...
galvanic abnormal casino
  05/29/26
https://x.com/i/status/2060128889377304715
cerebral startling church building immigrant
  05/29/26
nutella vindicated again. got her cute shoes and jumped ship
Ocher Reading Party Corn Cake
  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...
Clear faggot firefighter
  05/30/26
This is over the next 3-4 years. They would have spent more ...
Cracking Alcoholic Tanning Salon
  05/29/26
They absolutely would not spend $125-$200 million/year on th...
sooty location ape
  05/30/26
I guess I can finally reveal to everyone that I work in bigl...
Swashbuckling Alcoholic State Circlehead
  05/29/26
No litigator AIs, please
henna idiotic associate station
  05/29/26
why not spend $5 million on one? Or $50 million? Are you tel...
low-t shrine
  05/29/26
Or just pay for some premium ChatGPT up to date package for ...
Clear faggot firefighter
  05/30/26
ChatGPT is shit, but Claude/Harvey (which is an overlay on C...
sooty location ape
  05/30/26
Whatever they are trying to do, the software is still in its...
cerebral startling church building immigrant
  05/30/26
Claude is literally perfect. Investing even one cent in some...
pontificating glittery base headpube
  09/01/26
my former firm, bottom-of-the-barrel "biglaw" firm...
motley stag film
  09/01/26
Don't care as long as their toilet paper stays cheap.
sticky depressive range
  09/01/26


Poast new message in this thread



Reply

Date: May 28th, 2026 10:22 PM
Author: cerebral startling church building immigrant

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: Useless ratface

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: cerebral startling church building immigrant

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: honey-headed locale cumskin

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: cerebral startling church building immigrant

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: rusted ladyboy school cafeteria

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: appetizing chapel water buffalo



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



Reply

Date: May 29th, 2026 11:48 AM
Author: Maroon therapy box office

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: rusted ladyboy school cafeteria

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: Maroon therapy box office

#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: Magical sanctuary

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: Maroon therapy box office



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



Reply

Date: May 29th, 2026 1:02 PM
Author: Disturbing national boltzmann



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



Reply

Date: May 29th, 2026 3:49 PM
Author: flesh talking masturbator heaven



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



Reply

Date: May 28th, 2026 11:26 PM
Author: wine arrogant toaster

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: cerebral startling church building immigrant

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: Green corner fanboi

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: Useless ratface

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: cerebral startling church building immigrant

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: odious coral theater stage

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: Green corner fanboi



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



Reply

Date: May 29th, 2026 12:35 PM
Author: Out-of-control travel guidebook

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: cobalt den



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



Reply

Date: May 28th, 2026 11:59 PM
Author: Bat Shit Crazy Double Fault

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: Clear faggot firefighter

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: Stirring massive prole

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: nudist haunting indian lodge

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: Stirring massive prole

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: nudist haunting indian lodge

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: Razzmatazz Stead

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: nudist haunting indian lodge

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: Soul-stirring embarrassed to the bone dilemma foreskin

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: Maroon therapy box office

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: Stirring massive prole



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



Reply

Date: May 29th, 2026 6:51 PM
Author: Swashbuckling Alcoholic State Circlehead

100%

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



Reply

Date: May 30th, 2026 3:51 PM
Author: sooty location ape

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: cerebral startling church building immigrant

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: cobalt den



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



Reply

Date: May 29th, 2026 12:36 PM
Author: curious theatre useless brakes

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: overrated resort sneaky criminal



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



Reply

Date: May 29th, 2026 12:49 PM
Author: Magical sanctuary

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: Maroon therapy box office

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: Magical sanctuary

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: Concupiscible address

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: galvanic abnormal casino

This is Huge.

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



Reply

Date: May 29th, 2026 1:05 PM
Author: Citrine bearded feces

*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: marvelous area

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: well-lubricated puce library

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: galvanic abnormal casino

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: cerebral startling church building immigrant

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: Ocher Reading Party Corn Cake

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: Clear faggot firefighter

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: Cracking Alcoholic Tanning Salon

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: sooty location ape

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: Swashbuckling Alcoholic State Circlehead

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: henna idiotic associate station

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: low-t shrine

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: Clear faggot firefighter

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: sooty location ape

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: cerebral startling church building immigrant

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: pontificating glittery base headpube

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: motley stag film

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: sticky depressive range

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

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