80% of the tokens are just circling with no real activity—this data really stings. More agents aren’t always better; you need to spell out the requirements/specification document clearly.

CoinJie news: Hebbia CEO George Sivulka posted on investment firm a16z, saying that many companies integrate large numbers of agents but fail to clearly explain the tasks, materials, and acceptance standards, causing agents to repeatedly retry and revise their answers. Sivulka believes that, currently, about 80% of tokens have not generated practical value, and he thinks that, on average, humans are still cheaper than tokens. Hebbia mainly provides enterprise AI platforms for investment banks, asset management firms, and law firms, enabling agents to read large volumes of documents to complete complex work such as research and due diligence. a16z previously led Hebbia’s $130 million Series B funding.