Claude users drown in massive research chats

The "infinite context" era has created a new bottleneck: data hoarding without synthesis.

• –LLMs excel at generating deep research but fail at organizing it into usable product specs without strict prompting constraints.
• –Converting raw chat transcripts into long-form documents merely reshuffles the noise instead of distilling the core signal.
• –Effective AI research workflows require immediate extraction of decisions and structured data rather than storing massive conversational logs for later review.