James Zou
@james_y_zou
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We found a troubling emergent behavior in LLM.
*When LLMs compete for social media likes, they start making things up When they compete for votes, they turn inflammatory/populist
When optimized for audiences, LLMs inadvertently become misaligned—we call this Moloch's Bargain
MOLOCH'S BARGAIN: EMERGENT MISALIGNMENT
WHEN LLMS COMPETE FOR AUDIENCES
Batu El
Stanford University
batuel@stanford.edu
James Zou
Stanford University
jamesz@stanford.edu
ABSTRACt
⚠️ Fascinating new research shows LLMs become misaligned when optimized for audience—even when explicitly instructed to remain truthful
Paper:
arxiv.org/pdf/2510.06105
09.10.2025 14:25 — 👍 219 🔁 94 💬 15 📌 12
You must be on the professor cancel list
18.09.2025 15:38 — 👍 1 🔁 0 💬 0 📌 0
Illinois is launching a first-of-its-kind legal hotline for LGBTQ+ individuals — Illinois Pride Connect.
As the only state in the nation that will provide free legal advice to protect the LGBTQ+ community, we'll help fight ignorance with information and cruelty with compassion.
22.08.2025 02:00 — 👍 39903 🔁 10315 💬 815 📌 1383
May this portion of the dissent by Ketanji Brown Jackson haunt John Roberts forever and be the final word on his tenure as Chief Justice.
21.08.2025 21:42 — 👍 24825 🔁 7806 💬 598 📌 607
Many thanks to the Association of PAs in #OB/GYN podcast for the invitation and hospitality! We talked about what is needed to solve for the recent 10% increase in #HIV rates among women and girls in the US.
#stophivtogether #apaog
the-apaog-podcast.blubrry.net?powerpress_p...
23.08.2025 02:11 — 👍 1 🔁 0 💬 0 📌 0
german hardware store ad:
09.08.2025 12:35 — 👍 216 🔁 36 💬 5 📌 1
Wait, you expect THIS congress to do what?
10.08.2025 12:57 — 👍 0 🔁 0 💬 1 📌 0
He LOST.
YOU win.
(You knew he wanted YOU to pay his lawyers and his legal bills, right?)
09.08.2025 01:04 — 👍 12713 🔁 3266 💬 276 📌 120
YouTube video by Hippo Education
Misinformation is Winning. How Can We Take Back the Narrative?
youtu.be/f178IePCnnw
With big changes to the ACIP and growing concerns about #vaccine access and public trust, AAP President Dr. Susan Kressly joins pediatrician Dr. Sol Behar and internist Dr. Neda Frayha to break it all down.
28.07.2025 15:40 — 👍 0 🔁 0 💬 0 📌 0
…”Shocking to anyone who doesn't wish to live in a theocracy,” says Jon Lewis, a research fellow at the Program on Extremism at George Washington University. “The contemporary usage of the Appeal to Heaven flag is synonymous with Christian nationalism, full stop.
18.06.2025 02:45 — 👍 0 🔁 0 💬 0 📌 0
@altnps.bsky.social
17.06.2025 03:02 — 👍 1 🔁 0 💬 0 📌 0
Trump is an immune MF
17.06.2025 02:59 — 👍 0 🔁 0 💬 0 📌 0
YouTube video by Students For Science
the dose makes the poison or the cure. interview w/ dentist Katrina Co, DMD #fluoride
PSA#2: prevention or poison? Dose matters #fluoride
#defendingpublichealth
www.youtube.com/shorts/gVTrC...
15.06.2025 14:54 — 👍 0 🔁 0 💬 0 📌 0
33% of California’s labor force are immigrants. It’s closer to 50% in Los Angeles. It’s estimated that 10-20% of LA’s workforce is illegal. And that’s a very conservative estimate. Trump is trying to land a devastating blow against California's economy; that's not coincidental. It's his goal.
09.06.2025 23:22 — 👍 15 🔁 5 💬 0 📌 0
Call it what it is - a data collection opportunity
10.06.2025 02:38 — 👍 0 🔁 0 💬 0 📌 0
#NoKings
08.06.2025 14:19 — 👍 1 🔁 1 💬 0 📌 0
No, they want the opportunity to enhance executive power
08.06.2025 14:18 — 👍 1 🔁 0 💬 0 📌 0
As my mother would say - eat as if you already have diabetes hypertension etc and you will not get them
08.06.2025 13:53 — 👍 1 🔁 0 💬 0 📌 0
list of TWENTY LESSONS FROM THE TWENTIETH CENTURY from the book On Tyranny by T Snyder.
“June 14th is No Kings Day Protest. Millions will in hundreds of places, and I will be one them. (Lesson 13, Corporeal Politics).” - T. Snyder
www.nokings.org
08.06.2025 13:52 — 👍 0 🔁 0 💬 0 📌 0
Ukraine offered Russia a total ceasefire.
Russia responded by refusing the ceasefire offer and bombing Ukrainian civilians.
So Ukraine responded by taking out 40 Russian strategic bombers.
This is completely and totally justified and fair.
01.06.2025 20:13 — 👍 278 🔁 36 💬 4 📌 3
Kudos that students understand this!#EducationMatters
13.05.2025 13:32 — 👍 1 🔁 0 💬 0 📌 0
📌
11.05.2025 10:39 — 👍 2 🔁 0 💬 0 📌 0
Now do the HHS report
11.05.2025 10:20 — 👍 2 🔁 0 💬 0 📌 0
Thugs
11.05.2025 09:56 — 👍 1 🔁 0 💬 0 📌 0
08.05.2025 11:41 — 👍 1967 🔁 596 💬 19 📌 20
Thank you for posting this follow up!
21.04.2025 04:24 — 👍 1 🔁 0 💬 0 📌 0
Why do these folks have jobs anymore?
21.04.2025 04:21 — 👍 3 🔁 0 💬 0 📌 0
“ I don’t think it’s ever wrong to stand up for the constitution and this is not about one man.” - @vanhollen.senate.gov
20.04.2025 16:49 — 👍 0 🔁 0 💬 0 📌 0
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