The gig economy: opportunity or exploitation?
It offers work without an interview and income without a fixed employer. It also offers no leave, no notice period and an algorithm for a manager.
An intermediate-level session of about 10 minutes. You join 3 other speakers already in the discussion. You get 60 seconds to prepare before it starts.
Opportunity or exploitation is a false choice offered on purpose, and the candidates who do well here notice that inside a minute. The same platform can be a genuine option for a student who wants four hours on a Saturday and a trap for the person doing sixty hours a week with no leave and an algorithm setting the rate. Which one it is depends on whether the worker has an alternative, and that is the variable the group should be arguing about rather than the moral label. Once you are there the useful questions arrive by themselves: what a minimum floor would do to the flexibility that makes it attractive, and whether the absence of an interview is access or an absence of accountability.
Angles worth taking
- Refuse the binary in your first turn — the same platform is both, depending on the worker.
- The variable is whether the worker has an alternative. Make that the thing the group argues about.
- A guaranteed floor may cost the flexibility that is the main attraction. Say which you would trade.
- No interview is access; no notice period is the same fact costing something. Hold both.
- "An algorithm for a manager" is vivid. Say what it actually does — rates, ratings, deactivation.
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Browse all group discussion topicsThe format
Speakers in the room
You plus 3 other speakers
Preparation time
60 seconds
Modes
Learn (guided) · Mock (exam-real)
How a group discussion session works
Read the situation
You get the topic and the real disagreement behind it — who wants what, and why the obvious answer is not obvious. No hunting for context.
Take your prep time
A short prep clock, the same as a real round. Enough to pick a position and one example. Not enough to write a speech, which is the point.
Get into the discussion
The AI participants open with their own positions and keep going. You enter when you find the gap, name what you are adding, and hold your turn.
Read the report
How much of the discussion was yours, whether you built on others or restarted, your fluency and clarity, and the two things to fix next time.
What you're scored on
A GD panel is not scoring the topic. Across every discussion below, the same four things decide the result, and they are what the report measures.
Contribute real points, build on what others say, and hold your share of the discussion without dominating it.
Content
Whether your points are real — an example, a number, a consequence — or a restatement of the topic in longer words.
Entry and airtime
Whether you got in at all, how often, and whether you held your share without running the whole room.
Listening
Whether you answered what was actually said. Building on someone, or disagreeing with their point specifically, scores far above a prepared line.
Delivery
Pace, clarity and steadiness under interruption — the part that decides whether a good point survives being made.
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