Viktor：可自主工作的AI员工，夜间处理200+论文

The shift is happening fast from prompt-response systems to agents that can maintain state, execute workflows, and wait at human approval gates.

In a single night, over 200 AI papers, models and launches can appear.

Viktor is built to process that volume while teams sleep. It reads papers, press releases, and live discussions, figures out what's important, and compiles a structured draft for review.

That is a very different product category from a chat window.

Nothing is printed without first being approved. It keeps track of every step, and can use more powerful models without needing to be rebuilt.

A copilot summarizes what you paste in, then waits for the next prompt. You are still the bottleneck.

An AI employee flips that. He works the night shift on his own:, reading the papers, the releases, the timeline, to get to the bottom. When he gets to work in the morning, the work is already written in your voice.

Another important point is that it is model agnostic. He just runs it until a better model comes out. No migration or rebuild. It improves the whole set-up itself.

Any job that requires you to “read everything, figure out what’s important, and write the response” works the same way. This includes research triage, competitive tracking, market intelligence, and reporting.

Try adding @viktor__com to your team

They are also giving a $100 in credits. No card. Link in the first comment.