Community Forum
Reading is public — that's deliberate; it's how good projects find collaborators. Posting takes a free account. New members' first posts are approved by a moderator, which keeps this place readable.
Announcements
New project ideas, sponsorship calls, and results from Mapleforge Labs.
2 threads
Latest: Welcome to the Mapleforge Labs community
Project Ideas — Discussion
Discussion threads for company-posted project ideas. Find collaborators and shape the approach.
2 threads
Latest: Token optimization for AI agents — benchmark the best methods
Member Projects
Post your own project with the structured template and get useful, specific feedback.
0 threads
Conference & Past Projects
Discussion of showcase and conference projects — methods, results, and follow-ups.
2 threads
Latest: BareBot study: 86% task success, 19% incorrect information — discuss
Proposals & Sponsorship
How sponsorship works, deadlines, and Q&A. Proposals themselves are submitted privately.
1 threads
Latest: Proposal Q&A — what makes a proposal fundable?
General AI Practice
Tools, techniques, and privacy/security questions from day-to-day AI work.
1 threads
Latest: What data should a small business never paste into a chatbot?
Introductions
New here? Say hello — who you are, what you build, what you'd like feedback on.
1 threads
Latest: Introduce yourself — the hello thread
Before posting, skim the community guidelines — two minutes, and they explain the project-post template that gets projects real feedback.