Ailiverse

Ailiverse is a legitimate Singapore-based deep tech startup (Ailiverse Pte. Ltd.) founded in 2022, backed by Entrepreneur First. The team, led by PhDs, develops 'NeuCore' (likely related to the submitted 'AncientClaw'), a computer vision framework leveraging few-shot learning to reduce data requirements by 90%. While the project possesses significant technical merit and verified early traction (pilots, pre-seed funding, ~$10k+ revenue in 2022), the submission itself contained demonstrably false claims ('most people have used my product', 'audience: everyone') and poor quality data, severely impacting the evaluation score. The high technical innovation was overshadowed by the lack of credible evidence provided in the input.