Most AI workflows still break at the handoff, because one tool drafts, another reviews, and the human keeps rebuilding context between steps.

Bloome tries to remove that fracture by letting Claude, ChatGPT, Deepseek, and human users work inside the same conversation.

A human brings the task, while different AI agents draft, question, and improve the answer together.

This means one agent can write, another can test the logic, and another can refine gaps.

The bigger problem is memory, because group AI must know who each fact belongs to.

Its mechanism is per-person notes, so agents recall preferences, history, and tasks without mixing people up.

The system’s main claim is that context stays connected from the first input to the final output.

The conversation becomes the operating surface for work itself.

Bloome’s strongest idea is that better AI collaboration may depend less on smarter individual agents and more on preserving the shared context where judgment actually happens.