How Should Practitioners Draft AI and Software Claims After Recent § 101 Guidance?

AI and software patent drafting still turns on technical specificity. Abstract results are vulnerable. Concrete technical implementation has a better chance of surviving eligibility review and later scrutiny.

USPTO eligibility resources for AI and emerging technologies emphasize applying the subject-matter eligibility framework to AI-related claims. Practitioners should draft with that review path in mind from the beginning.

Identify the Technical Problem

Do not define the invention only as a business outcome, prediction, recommendation, or automation. Identify the technical problem the system solves:

• data quality
• latency
• model architecture
• memory use
• security
• sensor fusion
• network behavior
• hardware control
• training pipeline constraints

Then tie the claim language to that technical problem.

Claim the Implementation, Not the Goal

Claims that recite "using AI to determine X" are usually thin. Claims that recite inputs, model structure, feature extraction, training constraints, post-processing, and technical output are easier to defend.

The specification should support multiple implementation levels, not just a black-box model.

Build Eligibility Support Into the Specification

Include details that show how the claimed system improves a technical process or computer operation. Avoid relying on attorney argument to add technical substance later.

Useful disclosure can include architecture diagrams, data flows, training examples, failure modes, comparative results, and implementation alternatives.

Preserve Claim Differentiation

Draft claims at different technical depths. Some claims may focus on system architecture, some on training, some on deployment, some on hardware interaction, and some on data transformation.

Patent Bear can help practitioners review issued AI/software patents, compare claim strategies, and inspect how figures and specifications support claim language.

Track Guidance, But Draft for Litigation

USPTO guidance can help prosecution, but issued claims may later face district court eligibility challenges. Draft for both examination and enforcement.

For current official materials, practitioners should review the USPTO's AI-related resources.