Evidence
Why it Matters
A trial decides who wins on the facts, but the jury never hears every fact. Evidence law is the filter that decides what reaches them: which statements, records, opinions, and objects a judge will let in, and which stay out. Learn these rules and you can predict whether the bystander’s shout or the expert’s opinion will reach the jury. Get them wrong and you build a case around proof a judge will never admit, and a claim can fail at trial even when its facts are true. So each item of proof has to be ruled on before anyone relies on it, and each rule an AI states has to be checked against the text that governs the court.
Current Context
Federal rulemakers have spent more than a year deciding whether AI output needs an evidence rule of its own, and in May 2026 they decided to wait. Proposed Federal Rule of Evidence 707 would have held machine-generated evidence offered without an expert witness to Rule 702’s reliability requirements, the standard you apply to the engineer in the Reyes fact pattern. When public comment closed on February 16, 2026, only three of 59 written comments supported the rule outright, while 27 supported it with revisions and 27 opposed it. The Advisory Committee on Evidence Rules recommended no action for now in a May 17, 2026 report (opens in a new tab), rewrote the draft around “artificial intelligence,” and set it for its fall meeting with a draft deepfake rule. Until one is adopted, Rule 702 of the Federal Rules of Evidence (opens in a new tab) and section 90.702 of the Florida Statutes (opens in a new tab) govern expert testimony, so their test reaches AI output through the expert who relies on it.
Key Concepts
Relevance
Under Federal Rule of Evidence 401, evidence is relevant if it has any tendency to make a fact of consequence more or less probable. Florida’s section 90.401 asks whether evidence tends to prove or disprove a material fact, and both systems admit relevant evidence unless another rule excludes it (Fed. R. Evid. 402; § 90.402, Fla. Stat. (2026)). Relevant evidence can be excluded when its probative value is substantially outweighed by the danger of unfair prejudice, confusion of the issues, or misleading the jury (Fed. R. Evid. 403; § 90.403, Fla. Stat. (2026)).
Hearsay
Hearsay is an out-of-court statement offered to prove that what it says is true, and it is generally barred because its maker was not under oath or cross-examined when making it. Both systems carve out exceptions where the circumstances make a statement reliable enough to admit, such as the excited utterance and the business record (Fed. R. Evid. 803; § 90.803, Fla. Stat. (2026)). A party’s own statement, or its employee’s statement about the job made while employed, clears the hearsay rule when offered against the party: Federal Rule 801(d)(2) calls it not hearsay, and section 90.803(18) an exception.
Attorney-Client Privilege
This privilege protects confidential communications between a lawyer and client made to obtain or give legal advice; it belongs to the client, who can waive it by disclosing the communication to an outsider. Florida writes the privilege into its evidence code at section 90.502, while federal courts apply common law developed case by case (Fed. R. Evid. 501). But in a civil case, state law governs privilege for a claim or defense that state law decides, such as a Florida negligence claim heard in federal court.
Work Product Doctrine
The work product doctrine shields documents and things a party or its representative prepares in anticipation of litigation, such as an investigator’s report or an attorney’s notes. The protection is qualified: an opponent can obtain them by showing it needs them and cannot get their substantial equivalent without undue hardship, but a lawyer’s mental impressions stay protected. It comes from the discovery rules rather than the evidence code (Fed. R. Civ. P. 26(b)(3); Fla. R. Civ. P. 1.280(c)(4)), and it protects the work itself, where the privilege protects communications.
Character Evidence and the Williams Rule
Character evidence, offered to show that a person acted in line with a trait on a particular occasion, is generally barred for that propensity purpose (Fed. R. Evid. 404; § 90.404, Fla. Stat. (2026)). Evidence of other acts may still come in for a different purpose, such as proving intent, knowledge, identity, or absence of mistake. Florida calls this the Williams rule, after Williams v. State, 110 So. 2d 654 (Fla. 1959); section 90.404(2) codifies it, and its notice requirement binds only the state in a criminal case.
Expert Testimony and the Daubert Standard
A qualified expert may give an opinion only if it will help the fact-finder, rests on sufficient facts or data, and reliably applies reliable principles and methods to the case (Fed. R. Evid. 702). This is the Daubert standard, named for the 1993 Supreme Court decision that made the trial judge a gatekeeper against unreliable opinions. Florida has applied the Daubert text of section 90.702 since its Supreme Court adopted it in 2019, replacing the Frye test of general acceptance, and that text matches Federal Rule 702 as worded before 2023.
Authentication (Laying a Foundation)
Authentication is the showing that an item, such as a photo or a text message, is what the party offering it claims (Fed. R. Evid. 901; § 90.901, Fla. Stat. (2026)). The bar is evidence sufficient to support that finding, such as testimony from a witness with knowledge or the item’s own distinctive characteristics, and it is one part of what lawyers call laying a foundation. Authentication is a separate hurdle from hearsay and relevance, so an item can clear one and still fail another.
Admissibility vs. Weight
Admissibility is a legal question the judge answers: do the rules permit the jury to see or hear this item at all? Weight is what the jury does next, deciding how believable or important the item is once it is admitted. When a judge rules that an objection goes “to weight, not admissibility,” the evidence comes in, and the objecting side takes the flaw to the jury through cross-examination and its own evidence.
Resources
- Federal Rules of Evidence (Cornell LII) (opens in a new tab) (The current federal rules on relevance, hearsay, privilege, character, and expert testimony; this is the primary text you measure the AI against in Part 1.)
- Federal Rule of Evidence 702 (Cornell LII) (opens in a new tab) (The federal expert-testimony rule, amended in 2023 to say the proponent must show each requirement is more likely than not met; compare it with section 90.702, Florida Statutes, whose text predates that change.)
- Florida Evidence Code, Chapter 90 (Online Sunshine) (opens in a new tab) (Florida’s evidence rules, from relevance and hearsay to privileges and expert testimony, on the Legislature’s official site.)
- The Florida Bar, Florida Rules of Court Procedure (opens in a new tab) (The official source for Florida’s procedural rules; open Chapter 1 for Florida Rule of Civil Procedure 1.280(c)(4), where Florida’s work product rule sits.)
- In re Amends. to Fla. Evidence Code, 278 So. 3d 551 (Fla. 2019) (opens in a new tab) (The Florida Supreme Court’s opinion adopting the Legislature’s Daubert text for section 90.702 in place of the Frye standard; Part 3 tests an AI’s account of Florida’s expert standard against it.)
- Google Scholar (opens in a new tab) (Select “Case law” to confirm that any case an AI cites is real and says what the AI claims.)
- DSC Library Legal Research Databases (opens in a new tab) (Where enrolled students reach Westlaw; your instructor provides the login information.)
- Hearsay (Cornell Wex) (opens in a new tab) (A plain-English explainer of the hearsay rule and its common exceptions when the statutory language runs dense.)
What to Do
Seven items of proof from one rear-end collision in Volusia County are yours to rule on, first on your own and then against an AI that questions each call. You will check the rules the AI states against the text of the Federal Rules of Evidence and the Florida Evidence Code. You will also look closely at the expert standard, where Florida used a different test until 2019. By the end you can say which items reach a jury, under which rule, and where the answer turns on the court.
Part 1: Read the Current Rules and Set Your Baseline
Start with the primary text, before you open any AI tool. On Cornell LII, read the Federal Rules of Evidence on relevance (Rules 401 and 403), the hearsay definition (Rule 801), and two common exceptions (the excited-utterance and business-records provisions in Rule 803). Then read the expert-testimony rule (Rule 702) and, for Part 3, the privilege rule (Rule 501). Next open Chapter 90 on the Florida Legislature’s site and read the matching Florida sections: 90.401 and 90.403, 90.801 and 90.803, 90.702, and 90.502. Write down the actual language for a few of these. That wording is what you will hold the AI’s summaries up against later. One orientation point: Florida’s evidence rules sit in the statutes, in Chapter 90. Its rules of civil procedure, where the work product rule lives, are a separate body of law on The Florida Bar’s site, so do not expect to find the hearsay rule among the procedural rules.
Part 2: Spot the Issues Yourself
Read the fact pattern below. For each of the seven items, and before you use any AI, write a one- or two-sentence ruling in your own words. Is it relevant? Is it hearsay, and if so does an exception apply? Is it protected by privilege or work product? Does it raise a character or propensity problem? Does the expert opinion meet the reliability standard, and how would the item be authenticated?
Reyes v. Coastal Freight Inc. Dana Reyes sues Coastal Freight after one of its delivery trucks rear-ends her car at an intersection in Volusia County. She claims the driver was speeding and distracted. The following evidence is in play:
(a) A bystander shouted, “That truck ran the red light!” a few seconds after the crash.
(b) Coastal’s dispatch log, a routine GPS record, shows the truck traveling 55 mph moments before impact.
(c) A text the driver sent 30 seconds earlier reads, “almost there, running late.”
(d) An accident-reconstruction engineer Reyes hired will testify the truck was going 55 in a 35 zone, based on skid-mark analysis.
(e) A report by a private investigator, hired by Coastal’s lawyer, documents Reyes shopping and lifting bags after the crash, offered to suggest her injuries are overstated.
(f) An email between Reyes and her own attorney discusses her settlement strategy, and Coastal wants to use it.
(g) Records show the Coastal driver had two prior speeding tickets.
Once you have your own calls on paper, use the Socratic Foil prompt to have an AI question your reasoning one item at a time. The AI’s job here is to poke holes, so answer its questions and revise your analysis wherever it exposes a gap. Keep the thinking yours: if the AI simply asserts an answer, ask it why, and check that reason. When you are confident an item comes in, run the Weakest-Point Finder prompt on it to see the best argument against you before you commit to your ruling.
Part 3: Verify the AI and Find the Divergence
Now switch from reasoning to checking. Run the Rule Text Verifier prompt, pasting in the actual rule language you copied in Part 1, and ask the AI to apply only that text to two of the items. Compare its rule statements to the primary source word for word, and note any place it drifts from the text or states a rule from the wrong jurisdiction.
Then probe where the two systems part ways. Ask the AI how expert testimony is judged in Florida state court compared to federal court. Ask too whether attorney-client privilege in each system comes from a statute or from judge-made common law, and which system’s privilege law governs a Florida negligence claim heard in federal court. Watch the expert answer closely: some older sources still say Florida follows the Frye standard, which stopped being true in 2019. Test whatever the AI tells you against the current text of section 90.702, Florida Statutes, and against In re Amendments to the Florida Evidence Code, 278 So. 3d 551 (Fla. 2019), linked in Resources. If the AI cites any other case, confirm on Google Scholar that the case exists and that it actually says what the AI claims. To organize the comparison, run the Jurisdiction Splitter prompt on one item and set the federal and Florida treatments side by side.
Part 4: Write Your Forum Post
Write 400 to 600 words reporting what you found. Cover which items in Reyes you would admit and which you would keep out, with the rule behind each call. Describe one point where you and the AI disagreed and who turned out to be right once you checked the text. Then give your results on the Florida expert-standard question and on any case the AI cited: was the rule stated correctly, and was the case real and on point? Close with a sentence on how far you would trust an AI’s unverified statement of an evidence rule in real work.
Part 5: Share Chat Link
Include one AI chat link with a 1–2 sentence explanation of what the conversation shows and why you chose to share it.
Suggested AI Prompts
Use these prompts as a starting point, then adjust them to fit your goal. Strong prompting develops through trial, revision, and testing. It’s a foundational skill that grows into more advanced AI work such as context engineering and agent-based workflows.
Socratic Foil
You are a law professor running a Socratic dialogue with me about evidence law. I am going to give you a civil fact pattern and my own analysis of whether each piece of evidence is admissible. Do not tell me the answers. Instead, take my items one at a time and ask me pointed questions that test my reasoning: whether a statement is hearsay and if an exception fits, whether something is relevant, whether it is privileged or work product, whether it raises a propensity problem, and how it would be authenticated. When my reasoning has a gap, ask a question that exposes it rather than filling it in. After I respond, tell me whether my revised answer holds up and why. Here is the fact pattern and my analysis: [paste].
This prompt combines role assignment with Socratic elicitation, and the instruction to withhold answers is the part that matters. Because the model questions your reasoning instead of supplying conclusions, the analysis stays yours, and the gaps you would otherwise skip come to the surface.
Rule Text Verifier
I am going to paste the exact text of specific evidence rules that I copied from Cornell LII and the Florida Statutes. Use only this text to analyze the evidence items I describe. Do not rely on your own memory of what these rules say, and if your general knowledge conflicts with the text I pasted, follow the pasted text and tell me where the conflict is. If applying a rule calls for a case, give the full citation and tell me plainly that I must confirm it on Google Scholar, since you may misremember case names or holdings. Here is the rule text, followed by the items: [paste].
Source grounding makes the model reason from text you supply rather than from its training, which is where fabricated rules and citations tend to appear. Asking it to flag conflicts and to mark every case for verification builds the checking step into the work instead of treating the model as an authority.
Jurisdiction Splitter
Compare how federal court and Florida state court treat one type of evidence: [expert testimony / attorney-client privilege / other-acts character evidence]. Put the answer in a table with a column for the federal rule and its citation, a column for the Florida rule and its citation, and a column noting whether the two currently agree or differ. State explicitly if the two systems used to differ but have since converged, and give the year of any change. Do not smooth over a difference that exists, and do not invent one that does not.
Structured output forces a complete, parallel comparison, because a table makes the model fill every cell for both jurisdictions rather than describing whichever one it finds easier. The instruction about convergence targets a model that reports an outdated split because its training predates the change.
Weakest-Point Finder
Take one piece of evidence that I believe is admissible and argue the other side. Give me the single strongest objection a competent opposing lawyer would raise to keep it out, citing the specific rule. Then give me the best response I could make to that objection. Do not hedge or list every possible argument; identify the one with the best chance of working and explain why. The item and my position are: [paste].
Asking for one objection rather than a list is red-teaming with a limit, and the limit is the lesson. The model has to judge which argument would actually win, the way a lawyer does while preparing for a hearing.