_emliu
green: confident, yellow: guess, red: uncertain
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Strengths and Weaknesses

Your Simpsons character
Emmy mirrors Lisa's intellectual rigor and commitment to academic excellence as a PhD student who explores the 'science of LM development' and the ethics of “promises and perils-ai-scientists”. Much like Lisa, she is deeply involved in mentoring and organizing for the community, “co organizing the student research workshop” to support early-stage researchers. Her high-achieving nature is evident through her internships at top-tier labs and her quest for high ROI tasks like “getting compute grants” for her research. Ultimately, her passion for linguistic nuances and complex reasoning, such as her work on “abductive reasoning”, perfectly aligns with Lisa's persona as the resident scholar and advocate for deep understanding.

Your MBTI personality Type
Emmy exhibits Introversion and Intuition through her preference for deep, theoretical research and her decision to stay “MIA from twitter for a while”, including “staying off Twitter for an entire year”. Her Thinking trait is evident in her data-driven analysis of “design decisions in LLM training” and her focus on “controlled experiments” to pin down logical causalities. Finally, her Judging preference is shown in her highly organized professional life, where she “wrote a guide” to help others maximize ROI and meticulously plans her conference visits by “co organizing” workshops and panels well in advance.

Some pickup lines for you

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Your new Twitter bio
PhD @LTIatCMU. Mapping LLM training curves, scaling laws, & figurative language. Once spent a year off Twitter; now back and mostly sharing compute grant hacks.– @_emliu

Your signature cocktail
This drink captures Emmy's journey from a “native Torontonian” to a CMU researcher obsessed with how “LLMs acquire skills in roughly the same order during pretraining”. The espresso represents the “highest ROI things you can do as a student”, while the blue hue reflects her global internships at @GoogleDeepMind and @metaai. To acknowledge her work on “figurative language understanding”, we garnish it with a fig, served with a side of humor for “having my luggage lost” on her way to EMNLP. It is a complex, experimental cocktail for someone constantly exploring the “science of LM development”.

Your Hogwarts House
Emmy exhibits the quintessential Ravenclaw trait of profound intellectual curiosity and analytical thinking, evidenced by her investigation into the mechanics of LLMs, such as “Can we use this to predict what a model will learn next, just from its internals?”. Her love of learning extends to the human mind, shown by her work on “differences between LM and human brain responses to language”. She displays the house's creative wit and passion for knowledge sharing by writing guides for her peers, like her blog post on “getting compute grants as a student”, which she describes as a high ROI activity. This constant pursuit of understanding, whether through “controlled experiments” or exploring “cultural understanding through figurative language”, cements her place in the house of the wise.

Your movie

Your song
Emmy Liu's digital footprint is defined by a deep commitment to the academic 'science of LM development,' mirroring the analytical and reflective tone of the song. Her work focuses on dissecting complex systems, as seen when she asks "Can we use this to predict what a model will learn next, just from its internals?". Much like a scientist returning to the start to understand a process, she studies the fundamentals of "how things like data affect deviation from scaling laws" and the progression of skills during pretraining. Even her personal reflections, like "finishing my first ever blog post…about staying off Twitter for an entire year", show a researcher's tendency to analyze every life experience through an evaluative lens.

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