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03:53
2026-06-17
lesswrong.com
ai-safety · 1m read · neu

Can public chat data predict real-world AI misalignments?

OpenAI researchers tested whether public chat data from WildChat can predict real-world AI misalignments, finding that deployment simulations using public conversations can estimate rates of undesirable model behavior, o…

03:50
2026-06-17
nathan.rs
machine-learning · 4m read · neu

Can gzip be a language model?

A developer demonstrated that gzip, a standard file compressor, can perform rudimentary language modeling by exploiting the compression-prediction equivalence. Using beam search over byte sequences, gzip generates text t…

03:36
2026-06-17
dev.to
large-language-models · 3m read ↑ pos

Few-Shot Learning with LLM: A Deep Dive

Oxlo.ai demonstrates how few-shot learning with large language models enables domain-specific classification without weight updates, using in-context learning to infer patterns from exemplars. The company highlights its …

03:35
2026-06-17
ax.necmttn.com
developer-tools · 2m read ↑ pos

My router said sonnet. The invoice said fable

Ax, a new open-source tool, monitors coding agent sessions to identify repeated mistakes and generate repo-specific fixes. Built by Necmttn, it runs locally with SurrealDB and aims to improve agent performance by turning…

03:34
2026-06-17
dev.to
artificial-intelligence · 8m read · neu

Why AI Agents Make Me Reach for SQLite

A developer argues that AI agents' high-churn, local, and private state makes SQLite a more natural fit than Postgres for agent workloads. The developer notes that the ecosystem around SQLite has matured with networking,…

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