What a 1 Million Token Context Window Means for Plaintiff Attorneys

TrialBase

15 May 2025 — 1 min read

AI can now read and reason across a million tokens at once - roughly 700,000 words. That’s five copies of War and Peace processed in one go.

This is a major leap. Just over a year ago, we were stuck at 4,000 tokens. Now, AI can absorb and work with entire case files in a single pass.

Why It Matters

Litigation involves a mountain of fragmented information: medical records, wage documents, discovery responses, depo transcripts. Traditionally, reviewing all that takes hours of human time - time you don’t have.

With a million-token AI, you can load the full file - thousands of pages - and start asking questions. Summarize care. Track wage loss. Spot inconsistencies. Draft outlines. Prepare for depo. And yes, cite the page it came from.

It’s not replacing lawyers or paralegals. Think of it as a tireless assistant who doesn’t miss details and learns how youwork.

How We're Using It

At TrialBase, we’ve built tools that handle everything from summarizing medical records with source citations to aligning pay stubs and tax returns with treatment dates. Our system can also check discovery responses for completeness across multiple categories, and generate deposition outlines that reference prior testimony - all within one secure, searchable platform.

The Bottom Line

AI isn’t here to do your job. It’s here to take care of the parts that eat your time and wear you down.

In contingency work, efficiency matters. The 1 million token window gives you leverage - so you can focus on strategy, not sorting PDFs.

If you’re ready to see what that looks like in practice, we’re here.

No hype. Just tools that work.

LexisNexis Risk Solutions Reports Major Data Breach Involving Over 360,000 Individuals

May 2025 — LexisNexis Risk Solutions (LNRS), a major provider of risk management and fraud prevention tools, has reported a significant data breach impacting the personal information of more than 360,000 individuals, according to a filing with the Maine Attorney General’s Office. The breach reportedly occurred on December 25,

Lying for a contract? Still wire fraud - even if the job gets done.

In a unanimous ruling, the U.S. Supreme Court held that defrauding the government to win a contract is still federal wire fraud - even if the government gets what it paid for. The case involved a Pennsylvania contractor who falsely claimed to use a disadvantaged business to meet federal

Supreme Court to Feds: You Still Need to Tell People Before You Deport Them

In a high-stakes decision, the U.S. Supreme Court slammed the brakes on the removal of two Venezuelan nationals detained under the Alien Enemies Act (AEA), reminding the government that yes, due process still applies—even in national security cases. The detainees were handed their removal notices and told they’

No Scratch Off for Restitution: Court Confirms Full Payback on Stolen Lottery Tickets

After Ryan Anderson pled guilty to robbing stores of California Lottery Scratchers tickets and cashing in the winning ones, he was ordered to pay $179,231.65 in restitution. That included the value of the stolen tickets ($116K), the winnings he wrongfully claimed ($62K), and retailer commissions tied to those