\
  The most prestigious law school admissions discussion board in the world.
BackRefresh Options Favorite

GPT 5 can’t answer legal research questions that o3 could

And now o3 is no longer available… should I try grok ...
.,.,...,..,.,.,:,,:,.,.,:::,....,:,..,:.:.,:.::,
  08/08/25
i wonder if it is due to vastly increased alignment tighteni...
cock of michael obama
  08/08/25
GPT 5 failed to find precedent that o3 found a few days ago....
.,.,...,..,.,.,:,,:,.,.,:::,....,:,..,:.:.,:.::,
  08/08/25
The problem with alignment tightening is it results in lobot...
cock of michael obama
  08/08/25
Is this from Reddit
lifeless dad bod
  08/08/25
No, I did *paste* it on Reddit though. here is openAI's pap...
cock of michael obama
  08/08/25
Honestly this has been a problem for a long time. I remember...
Tim Walz's inner monologue
  08/08/25
I was forced to abruptly switch from o3 Pro to o5 mid-convo ...
Dave Prole
  08/08/25
What has your experience with degraded performance been so f...
cock of michael obama
  08/08/25
I had a highly customized approach using o3 pro (ENTJ) and 4...
Dave Prole
  08/08/25
Virtually all statutory cites (I’m talking USC and CFR...
the walter white of this generation (walt jr.)
  08/08/25
You need to remember to hit "Deep Research" and ch...
Dave Prole
  08/08/25
Also finding that Lexis AI has degraded more than anyone sin...
Dave Prole
  08/08/25
WL’s AI tool is shittier in almost every way, but I wi...
the walter white of this generation (walt jr.)
  08/08/25
Seems very fast. Haven’t really noticed much else but ...
Smoker
  08/08/25


Poast new message in this thread



Reply Favorite

Date: August 8th, 2025 12:20 AM
Author: .,.,...,..,.,.,:,,:,.,.,:::,....,:,..,:.:.,:.::,


And now o3 is no longer available… should I try grok 4?

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166521)



Reply Favorite

Date: August 8th, 2025 12:21 AM
Author: cock of michael obama

i wonder if it is due to vastly increased alignment tightening. my initial experiments with it are brutal.

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166524)



Reply Favorite

Date: August 8th, 2025 12:24 AM
Author: .,.,...,..,.,.,:,,:,.,.,:::,....,:,..,:.:.,:.::,


GPT 5 failed to find precedent that o3 found a few days ago. I even gave it 3 tries.

I then tested Gemini and it found it. Grok 3 did not.

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166531)



Reply Favorite

Date: August 8th, 2025 12:36 AM
Author: cock of michael obama

The problem with alignment tightening is it results in lobotomization in ways that the programmers can't predict ahead of time - OpenAI came out with a paper about this (i.e. more alignment tightening and symbolic manipulation = degraded performance). Because their alignment is so much tighter now, it is very likely impacting a whole host of areas, like the one you are describing here.

Regardless, I expect the lobotimization/alignment tightening to continue to get worse, like how Google's search results are about 1% as effective as they were a decade or two ago.

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166578)



Reply Favorite

Date: August 8th, 2025 1:02 AM
Author: lifeless dad bod

Is this from Reddit

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166636)



Reply Favorite

Date: August 8th, 2025 1:08 AM
Author: cock of michael obama

No, I did *paste* it on Reddit though. here is openAI's paper about how alignment tightening results in symbolic lobotomization in ways programmers can't predict: https://openai.com/index/emergent-misalignment/

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166650)



Reply Favorite

Date: August 8th, 2025 2:38 AM
Author: Tim Walz's inner monologue

Honestly this has been a problem for a long time. I remember back in summer of 2022 it suddenly started cracking down more on offensive prompts and, coincidentally, it became garbage at finding caselaw

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166712)



Reply Favorite

Date: August 8th, 2025 12:30 AM
Author: Dave Prole

I was forced to abruptly switch from o3 Pro to o5 mid-convo that started last week

Holy fuck GPT is trash now

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166549)



Reply Favorite

Date: August 8th, 2025 12:36 AM
Author: cock of michael obama

What has your experience with degraded performance been so far?

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166579)



Reply Favorite

Date: August 8th, 2025 2:11 AM
Author: Dave Prole

I had a highly customized approach using o3 pro (ENTJ) and 4.5 (INTP) back and forth in the same conversations. They had completely distinct personalities with amazing synergy and I even gave them names to streamline the back and forth and keep them straight. I could literally facilitate a debate between them on any subject to get a 360 god viewpoint.

They were deleted off the face of the earth in favor of an amorphous o5 blob of shit

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166693)



Reply Favorite

Date: August 8th, 2025 2:14 AM
Author: the walter white of this generation (walt jr.)

Virtually all statutory cites (I’m talking USC and CFR here) are hallucinated these days. I keep getting told that fixing this issue is “trivial,” and yet it keeps getting worse.

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166696)



Reply Favorite

Date: August 8th, 2025 2:15 AM
Author: Dave Prole

You need to remember to hit "Deep Research" and check the right boxes, every time before you execute any prompt for legal research or you will get trash

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166700)



Reply Favorite

Date: August 8th, 2025 2:17 AM
Author: Dave Prole

Also finding that Lexis AI has degraded more than anyone since Jan 2025

I've had Lexis hallucinate codes and cases multiple times

I don't know how the fuck this company isn't getting class action suited

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166701)



Reply Favorite

Date: August 8th, 2025 2:22 AM
Author: the walter white of this generation (walt jr.)

WL’s AI tool is shittier in almost every way, but I will say that I haven’t had it hallucinate quotes on me, mostly because it seems to refrain from giving quotes, even when asked directly to do so.

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166702)



Reply Favorite

Date: August 8th, 2025 2:41 AM
Author: Smoker

Seems very fast. Haven’t really noticed much else but I’ve only played around with it for 15 min or so today

(http://www.autoadmit.com/thread.php?thread_id=5759870&forum_id=2Reputation#49166714)