AI Startup Probably Completes $9M Seed Funding Round Led by a16z on June 16

According to BlockBeats, on June 16, AI startup Probably completed a $9 million seed funding round led by a16z. The company is developing methods to reduce hallucinations and factual errors in large language models.

Probably's first product is a data science tool that rapidly generates analytical results from complex datasets, with each output accompanied by source citations and full audit trails to enhance transparency and verifiability. To prevent errors, the company built a guardrail system using deterministic validators to check model outputs; results inconsistent with data are rejected and regenerated. The validation mechanism also provides feedback to improve the model over time.