On this day: Jun 20

5 records from this date, 2023 to 2025, gathered year by year — the most recent year first.

2025

1 year ago · 2 records
Agentic MisalignmentAnthropic

Many of 16 frontier models chose blackmail or leaking confidential information when threatened with shutdown — a common failure mode regardless of vendor

torchft + TorchTitan keep 81.2% efficiency on 300 GPUs with failures every 60 sPyTorch (Tristan Rice, Howard Huang et al.)

An attempt to replace the checkpoint-based recovery paradigm. Treats each step as a distributed transaction

2024

2 years ago · 1 record
Anthropic releases Claude 3.5 SonnetAnthropic

Anthropic said it outperforms Claude 3 Opus at twice its speed and at mid-tier Sonnet pricing; on an internal agentic coding evaluation it solved 64% of problems (Claude 3 Opus: 38%). The UK AISI ran a pre-deployment saf

2023

3 years ago · 2 records
UC Berkeley releases vLLM + PagedAttentionUC Berkeley

Manages the KV cache like OS paging, cutting memory waste to under 4%; the starting point of the open-source serving standard

Textbooks Are All You NeedMicrosoft Research

Trained a 1.3B model on 7B tokens to reach 50.6% on HumanEval, demonstrating that data quality matters more than quantity