Lujain Ibrahim @lujainmibrahim
Working on AI, evaluations, & societal impact / PhD candidate @oiioxford / previously @googledeepmind @govai_ @schwarzmanorg @nyuniversity LDN / AD Joined July 2019-
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Wonder why Claude decided to report users to the authorities? It might be because its constitution says Claude should choose responses in the long-term interest of humanity! But what if we could leverage computational and legal tools to "debug" or "lint" AI rules/laws for…
we've learned that people care a lot about model personality (too much?). given that we’re in our building experimental evals arc + wanted to understand this, here’s a fun one one on axes of personality. v rough but - wild how far gpt 4o and 5 are from each other for example.
📣New preprint📣 There’s a growing trend toward building human-like AI systems with warm, friendly, and empathetic communication styles. But are these style changes just cosmetic? Our new work shows that they can have a serious impact on model reliability & safety🧵
This is cool! Clearly model personalities will continue to be a big part of human-AI interaction. But I wish it were easier to study outside of labs. E.g., it would be great if the OAI API let us query all the GPT-5 model personalities & study how their behaviors vary...
This is cool! Clearly model personalities will continue to be a big part of human-AI interaction. But I wish it were easier to study outside of labs. E.g., it would be great if the OAI API let us query all the GPT-5 model personalities & study how their behaviors vary...
We're moving from question answering evals to agentic evals. There will be a dark, confusing period. The scientific community at the core of AI will come out strong through it. Evals are so crucial to the ecosystem. +1 w Rota
We're moving from question answering evals to agentic evals. There will be a dark, confusing period. The scientific community at the core of AI will come out strong through it. Evals are so crucial to the ecosystem. +1 w Rota
Thoughtful NPR article about biases in ChatGPT relationship advice! Thanks for mentioning our sycophancy research @emmabowmans :)
New model, new form of external assessment!
2️⃣we need to deepen evaluation of anthropomorphism’s impact beyond word use, and 3️⃣we need to draw on other fields that offer valuable, less anthropocentric frameworks to address challenges in developing, aligning, and evaluating LLMs. Read the paper: arxiv.org/pdf/2502.09192
Anthropomorphism in science is a long-standing issue, but LLMs amplify it in interesting & consequential ways. We take a deeper look at this in our new position paper👇
Anthropomorphism in science is a long-standing issue, but LLMs amplify it in interesting & consequential ways. We take a deeper look at this in our new position paper👇
The more human-like LLMs become, the more we risk misunderstanding them. In our new paper, @lujainmibrahim and I explore how anthropomorphism shapes & limits LLM research. We analyze 200k+ research articles, identify 5 key assumptions, and outline emerging alternatives 🧵
📢 New paper, published by @knightcolumbia. We often talk about AI agents augmenting vs. automating work, but how exactly can different configurations of human-agent interaction look like? We introduce a 5-level framework for AI agent autonomy to unpack this. 🧵👇
As of today, submissions for @HarvardJOLT's spring issue are open! We're looking for law review articles related to law and technology (defined very broadly). Articles can be doctrinal, empirical, historical, philosophical, etc. Scholastica link is in the thread :)
@lujainmibrahim Great study, and fits a lot of anecdotal reports with adjustments that big labs have made (eg Gemini Pro) which increased warmth/empathy at the expense of other qualities from its 3-23 version
Super interesting! Happy to see our SocioT implicit warmth metric being used for this:)

“paula” @paularambles
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25K Followers 3K Following playing with words. creating whimsical ai companions @ https://t.co/khnCIsqbhL. built iOS apps @xAI, @Spotify, and co-founded @imagilabs.
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