# T4 — Curious nonstudent adult, age 35

This is a fresh first-use AI simulation, not a real human participant or evidence of measured learning. The assumed learner has no college political-science or research-methods background. I used only the visible game at http://terminal.local:4173/?reviewer=T4, with no source-code inspection, external sources, guides, prior feedback, or other reviewers' findings.

## Scope and first interpretation

I first verified the title, **The Hearing · Who Holds the Advantage**, and the four country choices: Russia, Malaysia, Malawi, and Serbia. I chose **Just for fun**, **Solo**, and **Serbia**. Before opening any help or glossary, my interpretation was: choose an election case, explain how one side's advantage limited another actor, and defend an evidence-based explanation. I did not yet understand my role in the hearing or what finishing would produce. The explicit statement that choices change analysis rather than history helped.

I reached all six workspace stages. I fully opened RS3, RS4, and RS2, including their source details; selected two supporting cards and a complication; wrote a connection and paragraph; completed source challenge 1 and its retention decision; and entered a competing explanation and evidence request. I inspected Russia as a comparison and the Finish instructions. I also answered the optional fictional Vale question. I did **not** answer source challenge 2, read Russia's full cards, write a comparison, finish a hearing record, or test downloads. The review tab was closed afterward.

## Actual actions and responses

The actor notes clarified that the SNS-led list carried Vucic's name, Serbia Against Violence was the opposition alliance, and Vucic was campaigning rather than running for a parliamentary seat. I chose the supplied opening **Unequal access and pressure**. This was easier than inventing an explanation before reading evidence, although I was accepting the game's language before I could comfortably explain it myself.

My board used **RS3** as supporting evidence 1, **RS4** as supporting evidence 2, and **RS2** as complication. My exact complication reason was:

> Opposition could still organize and campaign, so the governing side did not remove all political choice.

My three required connection responses were:

1. **Who:** “Vucic and the SNS-led governing list”
2. **What:** “They received most positive coverage in ordinary national television news.”
3. **Changed options:** “Opposition parties could still campaign, but may have had fewer chances to reach voters through ordinary TV news. I am inferring that disadvantage, not measuring the audience response.”

My exact paragraph, shown by the app as **72 words**, was:

> The SNS-led governing list had an advantage because ordinary national TV news mostly showed it and Vucic positively (RS3). That may have made it harder for opposition parties to reach voters. A call-center investigation also found work linked to voting for the governing party (RS4), suggesting pressure on some people. However, opposition parties still organized an alliance (RS2). These reports do not tell us how many votes the coverage or pressure changed.

For challenge 1, I selected:

> The monitoring describes broadcast content and the investigation describes one operation; neither alone estimates their effect on national voting.

Feedback said, “This reading stays within what the sources show.” I retained my paragraph with this exact reason:

> RS3 shows positive news coverage, not voter persuasion. My paragraph already says the number of changed votes is unknown.

My competing explanation was:

> The governing list may have won because many voters liked its policies, even without the media advantage.

My requested observation was:

> A voter survey asking what news people saw and why they supported the list.

That request remained fairly basic. I could name useful information, but the interface did not help me assess whether such a survey would actually distinguish persuasion from prior preference.

In the Vale transfer question I selected the statement that coverage was uneven and turnover occurred, while the record alone did not measure exposure, persuasion, or vote effects. The feedback confirmed this distinction. This is a successful response within the simulation, not proof of durable transfer by an actual learner.

## Understanding check

**Do I understand the actors, institutions, and power being challenged?** Mostly, after opening the actor notes. The governing SNS-led list held the parliamentary majority; opposition parties challenged its advantages and competed for seats. Vucic was the president supporting that list, not a parliamentary candidate. ODIHR observed elections, CINS investigated a campaign operation, and REC administered the election. I would still hesitate over “electoral list” and how a president's campaigning connects to control of parliament. I understood that this case concerned parliamentary competition rather than simply whether Vucic remained president.

**What is the activity teaching?** To explain how power changes other people's opportunities, while separating what a source observed from a possible consequence. It also teaches that an active opposition and unequal conditions can coexist. The investigation's work-and-voting demand made that concrete.

**What skill could I reuse?** When a news article uses one example or a coverage statistic to explain an election, ask: “What was actually counted, and what extra evidence would connect it to voters' decisions?” This was clearer and more memorable than the hearing fiction.

## Eight prioritized fixes

1. **P1 — Make casual completion genuinely smaller.** I selected “Just for fun,” yet Finish still required two challenges, a second case, exact paragraph lengths, IDs, and confirmations. Offer **Save my evidence board** after one connection and question; make **Complete the full hearing** a separate optional route. Preserve the full class workflow.

2. **P1 — State the solo role and payoff in one plain sentence.** Replace the abstract opening emphasis with: **“You are an investigator: use three evidence cards to explain how one side's advantage affected its opponents.”** Show a tiny example of the saved result. “Public hearing” did not tell me what I would actually do.

3. **P1 — Put essential actor relationships above the opening choices.** Display three short lines: **Vucic: president backing the governing list; SNS-led list: competing for parliamentary seats; Serbia Against Violence: opposition alliance.** Keep the longer glossary expandable. These relationships matter before selecting an explanation.

4. **P1 — Rewrite the main Serbia question in everyday language.** “How could political alternatives remain active…” and “effective opportunities” required translation. Use **“Opposition parties could campaign. What advantages still helped the governing list?”** Keep the technical wording as optional detail rather than the entry point.

5. **P2 — Put each card's observation and limit together once.** RS3 repeated its opening observation and then repeated overlapping limits across full text and Source details. Lead with **“Observed: positive coverage dominated selected news broadcasts. Unknown: who watched and whether votes changed.”** Keep citation and methodology details expandable. This shortens reading without removing rigor.

6. **P2 — Make the challenge action and decision sequence explicit.** “Consider reading” sounded like advice to read more, although it submitted my selected interpretation. Label it **Check this source reading**. Then show **Keep / clarify / replace evidence**, one short reason field, and one **Save decision** action. The present checkbox-and-retention terminology felt administrative.

7. **P2 — Scaffold the comparison before presenting six more cards.** Choosing Russia produced another substantial file. Offer a first choice such as **“Compare opposition access to campaigning”**, then show two relevant cards and a plain question about the difference. Let me expand all six. A 30–45-word output demanded several ingredients before I had a clear comparison target.

8. **P2 — Remove class-review assumptions in solo casual mode.** “A person will review” and teacher hand-in instructions made me wonder whether anyone would actually receive my work. Use **“You can review or share this record”** in casual mode. Collapse repeated software-grading disclaimers into one nearby explanation; keep the useful distinction between completion checks and judgment.

## Overall judgment

The source cards, persistent board, concrete library-hours example, and scale challenge made the central reasoning achievable. The main obstacle was sustained willingness to complete it: this felt like a thoughtfully built worksheet with a hearing theme, even in casual mode. I would continue exploring evidence, but would be much less likely to complete the full filing without a class assignment or a shorter personal stopping point.

One initial browser infrastructure error and one semantic locator mismatch occurred. Keyboard interaction then worked. These are recorded as review-environment limitations, not learner-facing game defects; no reset or alternate browser technique was used.
