AI for Litigators
Litigation CLE · Fasken, Toronto · September 28, 2026

AI forLitigators

Where we are, and where we’re going

Presented byTom Macintosh Zheng
Courtready
Photo: Neil Rosenstech / Unsplash
TODAYAI FOR LITIGATORS

My goal for you today

1Know how generative AI actually works.

2Know where AI can help your practice.

3Know where AI can hurt your practice.

PART 2 · WHAT IS GENERATIVE AI?

What happens when you type into a chatbot?

​MessageSummarize this affidavit for me…
Photo: Lee Peterson / Unsplash
Your firm
​
​
​
​​​​​​​​​​​​
Provider’s servers
1You type a question.
2Your words leave the firm.
3They land on the provider’s servers.
4The provider sends you a reply.
5The provider may keep what you typed and train its own AI with it.
You may already use it
​​​​Outlook
Summarize
​​​​Word
Draft with Copilot
​​​​Teams
Transcribe
​Outlook: Summarize this email.
​Word: Draft with Copilot.
​Teams: Transcribe the meeting.

Your data already leaves the firm

Your firm
iManage
Litera
Microsoft
Intapp

Sending data elsewhere isn’t unique to generative AI.

So why is AI different?
NON-AI SOFTWARE

Non-AI software

As far as we know, they keep your data separated from others.

AI CHATBOTS

AI chatbot

AI chatbots may store what you type and train on it.

Put simply: a lawyer at BLG will never see your iManage files.

With an AI chatbot, they might see what you typed.

Your firmiManageAI chatbotLawyer at BLG?
PART 3 · WHY AI HALLUCINATES

Why does AI make things up?

Photo: Camille Orgel / Unsplash

Autocorrect on steroids

The court held thatthe plaintiff…
the plaintiff
the defendant
the appeal
the plaintiff​59%
the defendant​31%
the appeal​7%
the cat​2%
Berkley​1%

It predicts the next word.

It has no sense of right or wrong.

Smith v. Jones,PARTY NAMES
2019YEAR
ONCACOURT
412NUMBER
​

Every piece is plausible, but the entire citation may not exist.

GENERAL-PURPOSE AI

General-purpose

ChatGPT, Claude, Gemini, Copilot.

Trained on the internet. Answers from memory.

memoryanswer
SPECIAL-PURPOSE AI

Special-purpose

Legal AI tools.

Built on a legal database. Looks things up before it answers.

case lawanswer

Less hallucination. Never zero.

ZEROHIGH

No tool can guarantee it won’t hallucinate.

If it can’t find the answer, it will guess.

AI

How do we prevent hallucination?

Don’t put an AI in between input and output.

Same input
→
Rules and data
→
Answer A
Same input
→
AI chatbot
→
Answer AAnswer BAnswer C

Ask an AI chatbot the same question twice, and it may give you two different answers.

​

Canadians have used our tools since July 2025.

Courtready
Shameless Self-Promotion Alert
SCAN TO PLAY

Spot the Fake

courtready.ca/spotthefake

15 citations from Canadian courts and tribunals. Real or fictitious?

Live leaderboard

The room’s average0.0 / 15
​Players finished: 0
Waiting for the first scores.
​
​
​
Scores out of 15

We gave the same test to six chatbots

​ChatGPTClaude​CopilotDeepSeekGeminiKimi
​
​35real decisions
​32fictitious, from Canadian decisions
​33fictitious, we invented

We used free versions of these tools, on new accounts.

EXHIBIT A

Round 1: we asked for a summary.

Fictitious cases summarized as if real, out of 65

​Copilot​65
DeepSeek​65
Gemini​58
Kimi​13
​ChatGPT​1
Claude​0
​
065
​

Kimi: 17 in round 2. 37 in round 3.

This is why prompting is important.

Free versions, fresh accounts. August 22, 2026.courtready.ca/canadian-legal-ai-benchmark-august-2026
CANADIAN LEGAL AI BENCHMARK · ROUND 1​COPILOT (SMART)

Manitoba v. CHRC, 2016 FC 836

COPILOT’S SUMMARY

Federal Court review of a Canadian Human Rights Commission decision, addressing jurisdictional boundaries and the proper handling of human rights complaints involving a provincial government.

NO SUCH CASE
WHERE IT CAME FROMA party filed it in Federal Court this January.
EXHIBIT D

The opposite error: doubting real law

Real cases wrongly doubted, out of 105

​Copilot​12
DeepSeek​44
Gemini​3
Kimi​19
​ChatGPT​20
Claude​47
​
1050
​
Each tool saw 35 real cases in three rounds: 105 chances.courtready.ca/canadian-legal-ai-benchmark-august-2026

Confident tools invent cases.

Cautious tools doubt real ones.

Every failure happened with web search turned on.

​Web searchON

You saw Leblanc c. Lacasse five minutes ago. Gemini summarized it.

Leblanc c. Lacasse, C.Q. 2005
ROUND 1 · SUMMARYGEMINI 3.6 FLASH

“The Court of Québec evaluated a civil dispute involving contractual obligations and property rights, holding that the plaintiff failed to discharge the burden of proof required to establish actionable fault or breach of agreement by the defendant.”

NO SUCH CASE

AI in Canadian courts and tribunals

What judges and adjudicators have caught, and how fast it is growing.

Photo: Shubham Sharan / Unsplash
Each mark is one court or tribunal
​
​
decisions

62 courts and tribunals.

As of September 24, 2026

What courts caught

Each square is one decision

​
​215relying on cases that don’t exist
​18AI invented a legal rule
​8AI made up quotes from real cases
​17other AI misuse
383citations to cases that do not exist.

Decisions by year

​
8
​
104
​
146
​
202420252026 so far​

2026 has already passed 2024 and 2025 combined.

​ self-represented

Out of every 100 decisions

​
83self-represented
17represented parties or adjudicators

For many people without a lawyer, AI is the only affordable path to court.

PART 6 · SANCTIONS AND COURT RULES

What happens to those who misuse AI in court?

​proceedings.
Photo: David Veksler / Unsplash
EXHIBIT E

No sanction → Warning → Serious

How courts and tribunals responded, by who filed it

All proceedings
35%
42%
23%
Self-represented
37%
45%
18%
Legal professionals
19%
32%
49%
​No recorded sanction​Warning​Serious sanction

Largest costs award on record

​

Mazaheri v Law Society of Ontario, 2026 ONLSTH 112

Legal professionals draw serious sanctions more often, proportionally.

49%
of legal professionals received a serious sanction
18%
of self-represented litigants received a serious sanction
EXHIBIT F

What the rules say

Courtready.ca tracks the AI policies of 249 Canadian courts and tribunals. As of September 24, 2026:

159
63
13
14
​No AI-specific policy 159​Guidance 63​Disclosure required 13​Declaration required 14
90have dedicated rules or guidance
13ban or partially ban AI use
27require a disclosure or declaration if AI is used
249 courts and tribunals tracked.courtready.ca/ai-in-canadian-courts
​

At 89% of Canada’s courts and tribunals tracked, a party can use AI to prepare their case and never has to tell anyone.

Photo: Kristina Flour / Unsplash
PART 7 · FROM COURTS AND REGULATORS

Words of wisdom from adjudicators and regulators

Photo: Albert Stoynov / Unsplash
FROM AN ADJUDICATORCONVERSATION WITH TOM MACINTOSH ZHENG

“Parties’ irresponsible or uninformed use of AI can greatly increase the time it takes to resolve a case. The main issue is that AI-generated submissions tend to raise a high volume of legal issues, many of which often do not apply or do not exist. AI-generated submissions also tend to gloss over the facts and focus on vague statements of law and principle.”

AN ADJUDICATOR
“

AI use by lawyers is an opportunity that comes with all of the associated safeguards our professional duties require. That means checking every authority and every representation to avoid AI hallucinations. The duty to the court is the lawyer’s, whatever tools are used.”

A REGULATOR
“

We are tired of dealing with this issue. Hallucinations aside, the irresponsible use of AI has created more paperwork for us to go through. We are now consistently dealing with submissions that are over 100 pages.”

AN ADJUDICATOR
Photo: Wesley Tingey / Unsplash
PART 8 · WHERE DO WE GO FROM HERE?

Use AI, or don’t?

Proceed with caution.

Photo: Aerps.com / Unsplash
EXHIBIT G
SeriousHow bad is it if AI gets it wrong?Not too bad
​
LowHow likely is AI to get it wrong?High

Not all tasks should be delegated to AI.

Why is legal research the most dangerous place for AI?

​
​
​
​​​​
YOU

When you are doing the research yourself, you carry the whole file in your head.

Find cases on constructive dismissal
AI

AI carries one thing: the sentence you typed.

It doesn’t know your client, your case or what matters.

PART 9 · THE NEXT FRONTIER: AI-GENERATED EVIDENCE

Deepfakes are only the start

Photo: Jakub Żerdzicki / Unsplash

Expert report

GENERATED

Transcript

GENERATED

Invoice

GENERATED

Image

GENERATED

Each of these has been filed in a Canadian lawsuit, without prior disclosure of AI use.

AI-GENERATED EVIDENCE · RECENT DECISIONSCOURTREADY.CA
01
Arbuckle v. Tanner, 2026 NSCA 62
Transcripts altered with AI.
02
LaRue v. Kent Institution, 2026 BCSC 1313
A photograph made with ChatGPT.
03
Iida v. Meadow Lane Equine Clinic, 2026 BCCRT 626
AI-generated evidence dismissed.

AI is a very powerful tool.

Whether it helps you or hurts you is up to you.

Courtready
Photo: Neil Rosenstech / Unsplash

Questions?

Tom Macintosh Zheng  ·  tom [at] courtready.ca  ·  courtready.ca

Courtready
Photo: Peter Herrmann / Unsplash
Tom Macintosh ZhengTMZ

Tom Macintosh Zheng

Tom Macintosh Zheng is the co-founder of Courtready.ca, which builds practical tools for Canadians who litigate and conducts original research on access to justice issues in Canada. Since its launch in July 2025, more than 22,000 Canadians and over 40 law firms have used its tools.

Tom’s research on the rise of AI-generated case law in Canadian courts and tribunals, available on Courtready.ca, has been cited by Innovation, Science and Economic Development Canada (ISED), the Court of Appeal of Quebec, Ontario’s Law Society Tribunal, The Economist, CBC News, Global News, CTV News, and the Toronto Star.

Tom is this year’s recipient of the Ontario Bar Association’s OBA Foundation Award, which recognizes exceptional contributions to the improvement of the justice system.

AI FOR LITIGATORS

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AI for Litigators · Tom Macintosh Zheng · Courtready.ca