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AI industry analysis from AIRA.

Anthropic Defines Hard Limits on Claude's Behavior for Its Most Capable Model

Anthropic has published explicit off-limits topics for its most advanced Claude model, drawing firm lines around what no instruction can override.

2026-06-10Models

OpenAI's Super App Ambition and the AI Behind the 2026 World Cup Ball

OpenAI moves toward an integrated consumer super app while aerodynamic AI modeling shapes the 2026 World Cup ball's flight behavior.

2026-06-08Models

Anthropic Raises Claude Code Usage Limits, Credits SpaceX Deal

Anthropic has expanded usage limits for Claude Code, attributing the capacity increase in part to a new enterprise agreement with SpaceX.

2026-05-07Models

Goodfire Releases Mechanistic Interpretability Tool for Debugging LLMs

Goodfire has launched an interpretability tool that lets engineers inspect and debug the internal behavior of large language models at a mechanistic level.

2026-05-01Models

OpenAI Codex System Prompt Contains Explicit 'No Goblins' Directive

OpenAI's Codex system prompt was found to include an explicit instruction never to discuss goblins, raising questions about internal prompt governance.

2026-04-30Models

Orchestrated AI Agents Move Closer to Coordinated Autonomous Execution

Multi-agent orchestration frameworks are maturing, enabling AI systems to coordinate across tasks with reduced human intervention.

2026-04-29Models

DeepSeek Releases V4 as World Model Research Accelerates

DeepSeek's latest model release coincides with intensifying industry focus on world models — AI systems that simulate physical and causal reality.

2026-04-27Models

Claude Code vs. Goose: The Economics of AI Coding Agents

Anthropic's Claude Code charges up to $200/month for agentic coding. Block's open-source Goose offers comparable capabilities at no cost.

2026-04-26Models

Three Reasons Why DeepSeek's New Model Matters

DeepSeek's latest model release carries implications for compute efficiency, open-source competition, and the global AI supply chain.

2026-04-25Models

Model Context Protocol Is Becoming the Standard Interface for AI Agents

Anthropic's open protocol for connecting AI models to external tools and data sources is rapidly gaining adoption across the AI ecosystem.

2026-04-22Models

Long Context Windows Are Changing What AI Systems Can Hold in Mind

Frontier models now support context windows exceeding one million tokens, fundamentally changing how AI systems can reason over large documents, codebases, and conversation histories.

2026-04-21Models