where a participant obtains limited or temporary access to a market in exchange for reduced regulatory uncertainty, and can be used to test a product designed to mitigate unintended bias or promote fairness in a small-scale environment and under the supervision of regulators. (6) Federal programs should have necessary safeguards and oversight processes. (7) Artificial intelligence regulatory approaches should consider the level of risk associated with different artificial intelligence applications. (b) Matters to consider (1) Bias mitigation It is the sense of the House of Representatives that departments and agencies of the Federal Government should— (A) support technical and non-technical research and development to address potential bias, fairness, and privacy issues in artificial intelligence