Dario Amodei is pushing back against the idea that he’s been painting an overly pessimistic picture of AI.
Category: AI
The Authority Resolution Framework: A Five-Domain Ontology for Governing Who and What Decides, at Scale
arXiv:2608.15832v1 Announce Type: new Abstract: As AI systems become increasingly capable of autonomous action, determining whether an agent is…
Implement vector-prompt document classification using Amazon Bedrock
Learn how to build a multi-agent document classification solution on Amazon Bedrock using the Strands Agents SDK. Three specialized agents combine textual…
Schema-Agnostic Graph Reasoning Agent for Hybrid Knowledge Graphs
arXiv:2608.15834v1 Announce Type: new Abstract: Tool-calling LLM agents navigate unfamiliar codebases with a handful of generic primitives for listing,…
Customize Amazon Quick embedded chat into your application
Amazon Quick embedded chat brings a conversational AI interface into your web application. This post walks through customizing the embedded chat with…
Pricing the Risk of Runtime Compression: Anytime-Valid Admission and a Served-Output Law for Compressed Serving State
arXiv:2608.15810v1 Announce Type: new Abstract: Runtime compression of serving state trades quality for capacity with no priced guarantee: systems adapt…
Broken Symmetry in LLM Refusal: Answer Release Is More Local Than Refusal Restoration
arXiv:2608.15772v1 Announce Type: new Abstract: When a language model refuses to answer a prompt, it is unclear whether the correct answer is erased from…
Intent-Driven Situation Tracking for User-Centric Multi-Turn Agents
arXiv:2608.15755v1 Announce Type: new Abstract: User-centric multi-turn agents must act on an evolving task situation shaped by changing user intents,…
Toward AI-Friendly Cartography: Understanding How Color Design Influences Foundation Model Spatial Reasoning on Sequential Choropleth Maps
arXiv:2608.15736v1 Announce Type: new Abstract: Foundation models (FMs) increasingly support multimodal and geospatial reasoning, yet it remains unclear…
Asana cleared 5 years of engineering work in 2 weeks with Codex
Asana used OpenAI Codex to replace an outdated testing system in two weeks, completing work expected to take five years for about $12K.