Cortica

- Where Cortica’s approach may be advantageous: If the methods it describes reduce labeling requirements and compute while matching accuracy needs, the approach could be relevant for edge‑constrained or long‑tail scenarios. - Where alternatives excel: Established ADAS suppliers and broad tool vendors typically have more public validation, documented deployment processes, and larger support ecosystems, which are important for production reliability and regulatory processes.