AI Briefing#extended-thinking
The latest AI and developer news about #extended-thinking, with the original source and a short summary.
The latest AI and developer news about #extended-thinking, with the original source and a short summary.
Claude Code's reasoning logs are merely encrypted signatures or summaries, not a complete record of the model's actual reasoning process.
Since the launch of Claude 3.7 Sonnet, usage in coding and scientific fields has increased, and the 'extended thinking' mode is mainly used for technical tasks.
Claude Opus 4.7 removes manual thinking settings and supports only adaptive thinking.
Manual extended thinking has disappeared in Opus 4.7, leaving only adaptive thinking.
An analysis claims that Claude Code's quality for complex engineering tasks has sharply declined since the February update due to reduced Thinking tokens.
Parallel subagents and prompt/eval design pushed Research's performance higher.
With the think tool, Claude improves policy compliance and consistency in complex tool use.