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Apart News: Hackathons in 2025 PREVIEW

In this week's Apart News we preview some of the Hackathons we are most excited for in 2025.

By 
Connor Axiotes
 on 
December 20, 2024
Apart > Research

Rethinking CyberSecEval: An LLM-Aided Approach to Evaluation Critique

Apart Research's newest paper Rethinking CyberSecEval: An LLM-Aided Approach to Evaluation Critique looks at LLM-assisted benchmark analysis.

Published research

We produce foundational research enabling the safe and beneficial development of advanced AI.

Google Scholar

Rethinking CyberSecEval: An LLM-Aided Approach to Evaluation Critique

Catastrophic Cyber Capabilities Benchmark (3CB): Robustly Evaluating LLM Agent Cyber Offense Capabilities

Jacob Haimes*¹, Cenny Wenner*¹, Kunvar Thaman¹, Vassil Tashev¹, Clement Neo¹, Esben Kran¹, Jason Schreiber¹

¹Apart Research, *Lead Authors

Benchmark Inflation: Revealing LLM Performance Gaps Using Retro-Holdouts

Luke Marks∗†, Amir Abdullah∗† ♢, Clement Neo†, Rauno Arike†, David Krueger□, Philip Torr‡, Fazl Barez∗‡

†Apart Research, ♢Cynch.ai, □University of Cambridge, ‡Department of Engineering Sciences, University of Oxford

Interpreting Learned Feedback Patterns in Large Language Models

See all publications

Alex Foote*, Neel Nanda, Esben Kran, Ionnis Konstas, Shay Cohen, Fazl Barez*

RTML workshop at ICLR 2023
[Read Publication}

Neuron to Graph: Interpreting Language Model Neurons at Scale

Albert Garde*, Esben Kran*, Fazl Barez

NeurIPS 2023 XAI in Action Workshop
[Read Publication}

DeepDecipher

Philip Quirke, Fazl Barez

arXiv
[Read Publication}

Understanding Addition in Transformers

Michael Lan, Fazl Barez

arXiv
[Read Publication}

Locating Cross-Task Sequence Continuation Circuits in Transformers

[Read Publication}

Neuroplasticity in LLMs

Clement Neo*, Shay B. Cohen, Fazl Barez*

arXiv
[Read Publication}

Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions

Luke Marks∗†, Amir Abdullah∗† ♢, Clement Neo†, Rauno Arike†, David Krueger□, Philip Torr‡, Fazl Barez∗‡

†Apart Research, ♢Cynch.ai, □University of Cambridge, ‡Department of Engineering Sciences, University of Oxford

arXiv
[Read Publication}

Interpreting Learned Feedback Patterns in Large Language Models

Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark

ACL 2023
[Read Publication}

Benchmark Inflation: Revealing LLM Performance Gaps Using Retro-Holdouts

Jacob Haimes*¹, Cenny Wenner*¹, Kunvar Thaman¹, Vassil Tashev¹, Clement Neo¹, Esben Kran¹, Jason Schreiber¹

¹Apart Research, *Lead Authors

arXiv
[Read Publication}

Sleeper Agents

Evan Hubinger et al.

Anthropic
[Read Publication}

Events

Join experts and fellow researchers as we build AI safety together.

AI Safety Entrepreneurship Hackathon

This event concluded on
Jan 20, 2025
with
entries from
signups
Join us for a weekend to work with global talent to create new AI safety startup ideas!
Jan 17
to
Jan 20, 2025
17
Jan
17
Jan
17
Jan

AI Safety Entrepreneurship Hackathon

Independently organized SprintX
Online & In-Person
17
Jan
Canceled

AI Safety Entrepreneurship Hackathon

AI Safety Entrepreneurship Hackathon

Independently organized SprintX
Online & In-Person
24
Jan
24
Jan
24
Jan

Autonomous Agent Evaluations Hackathon [dates TBD]

Independently organized SprintX
Virtual & in-person
24
Jan
Canceled

Autonomous Agent Evaluations Hackathon [dates TBD]

Autonomous Agent Evaluations Hackathon [dates TBD]

Independently organized SprintX
Virtual & in-person

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