Judge Mark Scarsi is one of the more active judges on the Central District of California bench, handling a diverse docket that includes intellectual property, complex commercial, and technology-related cases in Los Angeles. Appointed in 2020, he's part of the generation of federal judges who took the bench just as AI tools began transforming legal practice.
The C.D. Cal. doesn't have a unified AI rule, which means your obligations depend entirely on your assigned judge's standing orders. Judge Scarsi's courtroom reflects the district's approach: attorneys can use AI, but they bear full responsibility for everything they file, and the tools they use don't reduce the standard of care.
Judge Scarsi's Background and Appointment
Judge Scarsi was confirmed to the Central District of California in 2020 after a career in private practice focused on complex commercial litigation and intellectual property. His litigation background means he knows what thorough briefing looks like from the attorney's side—and he can tell when the quality drops. Attorneys who practiced IP litigation understand the precision required for claim construction, damages analysis, and technical fact presentation. That same precision is what Judge Scarsi expects from the attorneys who appear before him, regardless of whether they drafted their filings by hand or with AI assistance.
C.D. Cal. AI Requirements
The Central District of California has four or more judges with individual AI standing orders, creating a patchwork of requirements across the district. Some judges, like Judge Anne Hwang, require separate sworn declarations. Others have simpler disclosure requirements or rely on existing Rule 11 obligations without additional AI-specific mandates. Judge Scarsi's specific requirements should be verified on the C.D. Cal. website before filing. The absence of a district-wide rule means that compliance in one courtroom doesn't guarantee compliance in another, and attorneys transferring cases or appearing before multiple C.D. Cal. judges must check each judge's orders independently.
IP Litigation and AI Drafting Risks
Intellectual property cases on Judge Scarsi's docket demand technical precision that AI tools struggle to deliver. Patent claim references, Markman hearing arguments, trade dress analyses, and copyright fair use evaluations all require nuanced legal reasoning tied to specific factual records. AI tools tend to generalize where IP law requires specificity. A generative AI model might produce a reasonable-sounding fair use analysis, but if the four-factor analysis doesn't precisely track the facts of your case and the controlling circuit precedent, it will fall apart under scrutiny. Judge Scarsi's IP background makes him especially capable of spotting these gaps.
Practical Filing Steps
Step 1: Review Judge Scarsi's chambers procedures and standing orders on the C.D. Cal. website before filing. Step 2: For IP cases, manually verify every claim reference, patent number, and technical citation. AI tools get these wrong frequently. Step 3: In fair use or damages analyses, ensure your arguments track the specific facts of your case rather than generic legal frameworks. AI-generated legal analysis often reads like a law review article rather than a case-specific brief. Step 4: Run every citation through Westlaw or Lexis. Step 5: If AI was used, consider voluntary disclosure even if Judge Scarsi's specific standing orders don't require it—transparency is increasingly the norm in C.D. Cal.
The Newer Judge Perspective
Judge Scarsi's 2020 appointment means he took the bench during the period when AI tools were rapidly entering legal practice. Unlike judges appointed decades earlier, he may have direct experience with AI tools from his private practice career—understanding their capabilities and limitations from a practitioner's perspective. This is a double-edged sword for attorneys. On one hand, Judge Scarsi may be more understanding of legitimate AI use. On the other hand, he likely knows enough about the tools to recognize when AI is doing the thinking instead of the lawyer. Attorneys who use AI as a shortcut rather than a tool face elevated risk before judges who understand the technology.
The Bottom Line: Judge Scarsi's IP litigation background and relatively recent appointment mean he understands both the value and the limitations of AI tools. Verify all technical citations, make your arguments case-specific rather than generic, and check his standing orders on the C.D. Cal. website before every filing.
AI-Assisted Research. This piece was researched and written with AI assistance, reviewed and edited by Manu Ayala. For deeper takes and the perspective behind the research, follow me on LinkedIn or email me directly.
