Intermediate12 min read

Human Verification: Complete Tutorial

Distinguish humans from AI impostors. Master detection, authentic writing, and the psychology of the Turing Test.

How Human Verification Works

This mode flips the script—instead of generating images, you're identifying which answers came from humans vs AI:

Everyone receives a personal question: "What did you do last weekend?" or "What's your favorite food?"
Human players write answers (15-20 seconds)
AI generates 2-3 fake answers mimicking human writing style
All answers are shuffled and displayed anonymously
Players vote: Which answers are human? Which are AI?
Scoring: Correctly identifying humans/AI earns points. Fooling others as human earns bonus points.

Dual Challenge: You must write convincingly human AND detect AI writing. Both skills are essential.

Part 1: Detecting AI Answers

AI language models have patterns. Learn to spot them:

Red Flag #1: Perfect Grammar

Humans make typos, forget punctuation, and write casually. AI rarely does.

🤖 Likely AI

"I spent the weekend relaxing at home, reading books and enjoying quality time with family."

Perfect punctuation, formal tone

👤 Likely Human

"just chilled tbh, watched netflix and ate way too much lol"

Lowercase, abbreviations, casual

Red Flag #2: Generic Responses

AI lacks personal experiences, so answers tend to be vague or stereotypical.

🤖 Likely AI

"I enjoy a variety of foods, particularly Italian cuisine and fresh salads."

Could be anyone, no specifics

👤 Likely Human

"moms homemade lasagna, the one with extra cheese that she only makes on birthdays"

Specific memory, emotional connection

Red Flag #3: Balanced, Diplomatic Language

AI is trained to be neutral. Humans have strong opinions and biases.

🤖 AI Example:

"Both options have their merits. It depends on personal preference and circumstances."

Non-committal, considers multiple perspectives

👤 Human Example:

"cats 100%, dogs are too needy and loud no offense"

Strong opinion, slightly rude (authentically human!)

Red Flag #4: Similar Length

If 3 answers are all roughly the same length (±5 words), suspect AI generated them together. Humans naturally vary.

Red Flag #5: Lack of Filler Words

Humans use: "like", "kinda", "basically", "you know", "idk", "lol", "tbh"
AI rarely uses these unless specifically trained to mimic casualness (advanced mode).

Part 2: Writing Authentically Human

Now you know how to detect AI. Use that knowledge to avoid AI-like patterns in your own writing:

Strategy #1: Embrace Imperfection

Skip capitals at the start of sentences
Use "ur" instead of "your", "rn" instead of "right now"
Add typos strategically (but not so many it looks forced)
Forget punctuation occasionally

Strategy #2: Be Specific

Generic = AI. Specific = human. Add one unique detail:

Question: "What did you eat for breakfast?"

❌ Generic: "I had cereal"
✅ Specific: "frosted flakes but ran out of milk so used orange juice (dont judge me lol)"

Strategy #3: Express Emotion

Humans aren't neutral. Show feelings:

"honestly kinda boring weekend"
"omg that movie was so bad i walked out"
"best day ever ngl"

Strategy #4: Use Conversational Rhythm

Write like you're texting a friend, not writing an essay:

❌ Too Formal

"I attended a concert performed by my favorite artist. The experience was thoroughly enjoyable."

✅ Conversational

"went to see taylor swift omg it was insane. cried during all too well ngl"

Strategy #5: Match the Group Vibe

Read how others in your lobby wrote in previous rounds. Match their casualness level:

If everyone's using "lol" and emojis, you should too
If the group is more formal, adapt slightly (but stay human)
Consistency across rounds can backfire—vary your style slightly

Advanced Techniques

The "Confidence Trap"

When voting, beware of overconfidence. If an answer looks OBVIOUSLY AI, it might be a human deliberately writing formally to trick you. Think one level deeper.

The "Timing Tell"

If someone submits instantly (under 3 seconds), they either pre-wrote it or it's AI. Genuine answers take 5-15 seconds to write.

The "Mimic Mode" Counter-Strategy

In advanced difficulty, AI analyzes human answers from previous rounds and mimics their style. To counter this:

Vary your writing style each round (don't be predictable)
Use inside jokes or references only humans in your lobby would know
Include intentional "weird" phrasing that AI wouldn't generate

Mode Difficulty Levels

Lobby hosts can set AI difficulty:

Level	AI Behavior	Strategy
Subtle	Formal, perfect grammar	Look for caps & punctuation
Moderate	Some casualness, occasional lowercase	Check for generic content
Advanced	Mimics human style closely	Look for length uniformity & lack of specifics

Common Mistakes

❌ Mistake #1: Overusing "lol"

Adding "lol" to every sentence looks forced. Use it sparingly, when it actually makes sense.

❌ Mistake #2: Too Many Typos

1-2 typos = human. 5+ typos = obviously trying too hard.

❌ Mistake #3: Voting on First Impression

Read all answers twice before voting. Patterns emerge on second read.

Practice Exercise

Identify which of these answers is AI:

Answer A: "went hiking up in the mountains, saw a deer and almost tripped over a rock lol"

Answer B: "I spent time outdoors enjoying nature and the fresh air."

Answer C: "slept til noon, ate leftovers, regret nothing"

👉 Click to see answer

Answer B is likely AI. It's generic, formal, and lacks specific details or personality. Answers A and C both have specific events, casual language, and authentic human touches ("almost tripped", "regret nothing").

Ready to test your skills? Create a Human Verification lobby and see if you can fool your friends.