Seventh Amendment: Civil Juries, Arbitration, and Algorithmic Harm

Civil juries are public accountability

Civil juries do more than resolve private disputes. They let ordinary citizens decide facts, apply public law, and expose patterns of harm that a private system can keep sealed. That matters for algorithmic discrimination, defective products, data misuse, wage theft, medical billing, consumer fraud, and platform harms where no single person's claim is worth enough to bring alone.

The Seventh Amendment is narrower than that full policy concern. It preserves the federal civil jury where the Constitution reaches. Congress still has to write the statutory rules that keep public adjudication available in modern markets.

Forced arbitration is the statutory target

The Federal Arbitration Act remains strongly enforced by the Supreme Court. Recent decisions continue to treat arbitration agreements as binding and clarify that stayed federal cases remain in court for confirmation or vacatur questions. That is the legal reality. It is not a reason for resignation.

Congress can decide that certain categories of claims should not be forced into predispute arbitration. It already did so for sexual-assault and sexual-harassment disputes. Similar carveouts should be considered for civil-rights, worker, consumer, health, housing, data, and algorithmic-harm claims where public law depends on public enforcement and aggregation.

Online courts should expand access while preserving juries

Court modernization is necessary. E-filing, remote observation, online scheduling, plain- language forms, translation, disability access, and small-claims tools can make civil justice less expensive and less intimidating. But technology should not become a quiet waiver of jury rights, public access, or meaningful evidence testing.

The test is whether modernization increases a person's practical ability to bring, defend, settle, or try a case. If it merely moves people through a portal faster while making jury demand, counsel, discovery, or appeal harder, it is throughput, not justice.

Algorithmic evidence needs a human witness

Civil cases will increasingly depend on machine outputs: risk scores, pricing systems, diagnostic models, fraud flags, content moderation logs, hiring tools, autonomous-vehicle systems, and generated media authentication. Courts should not admit a black-box output without reliability gatekeeping simply because no human calls it an "expert opinion."

Proposed Evidence Rule 707 points in the right direction by treating machine-generated evidence like the kind of expert evidence Rule 702 already polices. The party should support that logic and add procedural disclosure: parties need enough information to test the tool before trial, not just an exhibit on the eve of trial.