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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...
laughsome bistre skinny woman public bath
  05/28/26
seems like a good indicator this profession is fucked
onyx painfully honest orchestra pit roommate
  05/28/26
Uhh, it shows lawyers are more cash rich than Larry Ellison
laughsome bistre skinny woman public bath
  05/28/26
Kirkland ​said its platform would be designed based on inf...
Cracking indian lodge kitty
  05/28/26
Divide 500,000,000 by those numbers in your head
laughsome bistre skinny woman public bath
  05/28/26
LMFAO. How does it feel to be one of Kirkland’s like ...
Sienna pozpig
  05/29/26
...
Jade fantasy-prone locale
  05/29/26
au contraire. rainmaker share partners dont need their brian...
charismatic coral really tough guy mental disorder
  05/29/26
Pity the derivatives, credit agreement, fund formation water...
Sienna pozpig
  05/29/26
#All_Service_Partners: Report to conference room 42A on Mond...
charismatic coral really tough guy mental disorder
  05/29/26
but first they're going to wear google glasses for 6 months ...
judgmental whorehouse
  05/29/26
...
charismatic coral really tough guy mental disorder
  05/29/26
...
Purple nibblets voyeur
  05/29/26
...
topaz trailer park old irish cottage
  05/29/26
but dbg assured me he would be safe
slate spectacular idea he suggested
  05/28/26
Does he work there with knowledge that partners were hoardin...
laughsome bistre skinny woman public bath
  05/28/26
this makes no fucking sense at all. whoever makes the best ...
fragrant generalized bond
  05/28/26
they probably tried claude code and think they can do anythi...
onyx painfully honest orchestra pit roommate
  05/28/26
https://x.com/i/status/2060128889377304715
laughsome bistre skinny woman public bath
  05/28/26
Fucking 180 Claude, run a 50 State search for "summa...
chrome house
  05/29/26
...
fragrant generalized bond
  05/29/26
It'll be some bullshit wrapper on something else. They'll ma...
Aquamarine karate stead
  05/29/26
Absolutely this, people are delusional to think you are reac...
Bill Paxton and Paul Reiser in ALIENS
  09/01/26
...
sepia house-broken place of business
  09/01/26
just a chill 7 dollars per 1 dollar food court hot dog
black locus sneaky criminal
  05/28/26
Lmao $500 million isn’t gonna do shit. Westlaw tried s...
Flushed pit
  05/29/26
probably worth them reaching out to a frontier lab and stipu...
transparent swashbuckling gay wizard
  05/29/26
They could buy 5% of Anthropic right now with the same cash ...
Red Theatre Dingle Berry
  05/29/26
which would not quite solve their problem, but does indicate...
transparent swashbuckling gay wizard
  05/29/26
It would if their problem is making more $
Red Theatre Dingle Berry
  05/29/26
Lawfirms don't have the money for that lol
brilliant senate boiling water
  05/29/26
That's like 4x Harvey's valuation which is already more over...
Red Theatre Dingle Berry
  05/29/26
Fucking savages on XO. They're just going to create a Kirkla...
Diverse community account
  05/29/26
an AI that is, on balance, in balance
charismatic coral really tough guy mental disorder
  05/29/26
...
transparent swashbuckling gay wizard
  05/29/26
100%
wonderful travel guidebook nursing home
  05/29/26
This doesn't cost $500 million. By the way, they could do a...
Mauve concupiscible people who are hurt
  05/30/26
For them to self-host their the LLM server for 800 users usi...
laughsome bistre skinny woman public bath
  05/30/26
...
sepia house-broken place of business
  09/01/26
I thought this meant COSTCO Kirkland-brand AI
electric casino fanboi
  05/29/26
...
white apoplectic hall therapy
  09/01/26
so ~570 equity partners voted to forego ~$900k each to inves...
judgmental whorehouse
  05/29/26
even scarier stuff for service partners rofl
charismatic coral really tough guy mental disorder
  05/29/26
yeah i imagine the associates will all get cut and the servi...
judgmental whorehouse
  05/29/26
I think you mean the 1/3rd of the equity partners who surviv...
odious violet bawdyhouse reading party
  05/29/26
This is Huge.
galvanic chestnut university ape
  05/29/26
*creates dynamic pricing model to change the cost of Kirklan...
aqua chapel
  05/29/26
JFC they’re not *actually doing this, it’s just ...
mind-boggling den stain
  05/29/26
that's all these announcements ever are and people keep fall...
outnumbered sound barrier
  05/29/26
Aren't you an Engineer? Can't you use it to Engineer shit be...
galvanic chestnut university ape
  05/29/26
https://x.com/i/status/2060128889377304715
laughsome bistre skinny woman public bath
  05/29/26
nutella vindicated again. got her cute shoes and jumped ship
olive lascivious heaven
  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...
Flushed pit
  05/30/26
This is over the next 3-4 years. They would have spent more ...
Know-it-all fiercely-loyal organic girlfriend
  05/29/26
They absolutely would not spend $125-$200 million/year on th...
Mauve concupiscible people who are hurt
  05/30/26
I guess I can finally reveal to everyone that I work in bigl...
wonderful travel guidebook nursing home
  05/29/26
No litigator AIs, please
geriatric alpha parlour
  05/29/26
why not spend $5 million on one? Or $50 million? Are you tel...
bull headed idiot
  05/29/26
Or just pay for some premium ChatGPT up to date package for ...
Flushed pit
  05/30/26
ChatGPT is shit, but Claude/Harvey (which is an overlay on C...
Mauve concupiscible people who are hurt
  05/30/26
Whatever they are trying to do, the software is still in its...
laughsome bistre skinny woman public bath
  05/30/26
Claude is literally perfect. Investing even one cent in some...
glittery library mood
  09/01/26
my former firm, bottom-of-the-barrel "biglaw" firm...
Pearl hyperventilating sweet tailpipe electric furnace
  09/01/26
Don't care as long as their toilet paper stays cheap.
infuriating massive temple mexican
  09/01/26


Poast new message in this thread



Reply

Date: May 28th, 2026 10:22 PM
Author: laughsome bistre skinny woman public bath

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: onyx painfully honest orchestra pit roommate

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: laughsome bistre skinny woman public bath

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: Cracking indian lodge kitty

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: laughsome bistre skinny woman public bath

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: Sienna pozpig

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: Jade fantasy-prone locale



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



Reply

Date: May 29th, 2026 11:48 AM
Author: charismatic coral really tough guy mental disorder

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: Sienna pozpig

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: charismatic coral really tough guy mental disorder

#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: judgmental whorehouse

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: charismatic coral really tough guy mental disorder



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



Reply

Date: May 29th, 2026 1:02 PM
Author: Purple nibblets voyeur



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



Reply

Date: May 29th, 2026 3:49 PM
Author: topaz trailer park old irish cottage



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



Reply

Date: May 28th, 2026 11:26 PM
Author: slate spectacular idea he suggested

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: laughsome bistre skinny woman public bath

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: fragrant generalized bond

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: onyx painfully honest orchestra pit roommate

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: laughsome bistre skinny woman public bath

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: chrome house

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: fragrant generalized bond



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



Reply

Date: May 29th, 2026 12:35 PM
Author: Aquamarine karate stead

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: sepia house-broken place of business



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



Reply

Date: May 28th, 2026 11:59 PM
Author: black locus sneaky criminal

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: Flushed pit

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: transparent swashbuckling gay wizard

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: Red Theatre Dingle Berry

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: transparent swashbuckling gay wizard

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: Red Theatre Dingle Berry

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: brilliant senate boiling water

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: Red Theatre Dingle Berry

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: Diverse community account

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: charismatic coral really tough guy mental disorder

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: transparent swashbuckling gay wizard



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



Reply

Date: May 29th, 2026 6:51 PM
Author: wonderful travel guidebook nursing home

100%

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



Reply

Date: May 30th, 2026 3:51 PM
Author: Mauve concupiscible people who are hurt

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: laughsome bistre skinny woman public bath

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: sepia house-broken place of business



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



Reply

Date: May 29th, 2026 12:36 PM
Author: electric casino fanboi

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: white apoplectic hall therapy



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



Reply

Date: May 29th, 2026 12:49 PM
Author: judgmental whorehouse

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: charismatic coral really tough guy mental disorder

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: judgmental whorehouse

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: odious violet bawdyhouse reading party

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 chestnut university ape

This is Huge.

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



Reply

Date: May 29th, 2026 1:05 PM
Author: aqua chapel

*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: mind-boggling den stain

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: outnumbered sound barrier

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 chestnut university ape

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: laughsome bistre skinny woman public bath

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: olive lascivious heaven

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: Flushed pit

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: Know-it-all fiercely-loyal organic girlfriend

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: Mauve concupiscible people who are hurt

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: wonderful travel guidebook nursing home

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: geriatric alpha parlour

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: bull headed idiot

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: Flushed pit

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: Mauve concupiscible people who are hurt

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: laughsome bistre skinny woman public bath

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: glittery library mood

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: Pearl hyperventilating sweet tailpipe electric furnace

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: infuriating massive temple mexican

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

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