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Cumulants, and Cumulant Generating Functions
cuda_mode_lecture2 - Google Slides
A Reply to Makelov et al. (2023)’s “Interpretability Illusion” Arguments
start leveraging einx get_at for extra clarity · lucidrains/vector-quantize-pytorch@3af4110
Distillation Walkthrough
Grand-master Level Chess without Search
Social science research topics for global health and wellbeing | Open Philanthropy
Notes on control evaluations for safety cases — AI Alignment Forum
Portable Evaluation Tasks via the METR Task Standard - METR
Some costs of superposition — AI Alignment Forum
task-standard/examples at main · METR/task-standard
Fine-Grained Human Feedback | Databricks Blog
Further notes on Birkhoff-von Neumann decomposition of doubly stochastic matrices
Universal Jailbreak Backdoors from Poisoned Human Feedback | SPY Lab
Simple distribution approximation: When sampled 100 times, can language models yield 80% A and 20% B? — AI Alignment Forum
How Can We Harness Pre-Training to Develop Robust Models? – gradient science
How to compute Hessian-vector products? | ICLR Blogposts 2024
Prompt Injection Defenses Should Suck Less
FACT SHEET: Vice President Harris Announces OMB Policy to Advance Governance, Innovation, and Risk Management in Federal Agencies’ Use of Artificial Intelligence | The White House
kronfluence/DOCUMENTATION.md at main · pomonam/kronfluence
A Fire Upon the Deep
How to compute Hessian-vector products? | ICLR Blogposts 2024
Making a SOTA Adversarial Attack on LLMs 38x Faster | Haize Labs Blog 🕊️
Andy Jones
Empirical Evidence Against "The Longest Training Run" — LessWrong
Calibrating the Mosaic Evaluation Gauntlet | Databricks Blog
Manifest AI - Compute-Optimal Context Size
epochai.org/files/direct-approach.pdf
Fabien's Shortform — LessWrong
The Limited Benefit of Recycling Foundation Models – Epoch AI
ZebraLogic: Benchmarking the Logical Reasoning Ability of Language Models
Faith and Fate: Transformers as fuzzy pattern matchers – Answer.AI
nvlpubs.nist.gov/nistpubs/ai/NIST.AI.800-1.ipd.pdf
An update on our general capability evaluations - METR
Reason for eigenvalues
III: Scaling to deep learning
There Are No Magic Outcome Variables | Elements of Evolutionary Anthropology
Hybrid Heterogeneous Clusters Can Lower the Energy Consumption of LLM Inference Workloads
Does Robustness Improve with Scale? | FAR AI
Demystifying AI Inference Deployments for Trillion Parameter Large Language Models | NVIDIA Technical Blog
Can You Trust An AI Press Release?—Asterisk
The Decline in Writing About Progress - by Matt Clancy
Behavioral red-teaming is unlikely to produce clear, strong evidence that models aren't scheming
If I wanted to spend WAY more on AI, what would I spend it on? — LessWrong
Scaling Automatic Neuron Description | Transluce AI
Memorandum on Advancing the United States’ Leadership in Artificial Intelligence; Harnessing Artificial Intelligence to Fulfill National Security Objectives; and Fostering the Safety, Security, and Trustworthiness of Artificial Intelligence | The White House
Trendlines in AIxBio evals – Lennart Justen
On LLM prompt optimization and amortization
Critical batch-size and effective dimension in Ordinary Least Squares
Tyler Cowen's Ethnic Dining Guide | All food is ethnic food.