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Turn a panel discussion into a coherent argument.

Connect distinct speakers around one question while preserving disagreement, attribution and the reasoning between positions.

FOR
Events, editorial, research and communications teams
SOURCE
A recorded panel with several clearly audible speakers
OUTPUT
A speaker-attributed argument or theme edit
TARGET
90 seconds to 3 minutes

01 · The instruction

Copy this editing brief.

Replace any bracketed variables, select the relevant recordings and keep the review checkpoint before rendering.

EDIT BRIEF

Compose a 2-minute panel edit answering this question: [question]. Open with the moderator's shortest useful framing or the clearest direct answer. Arrange the panelists so each contribution advances, challenges or qualifies the argument. Identify every speaker, preserve meaningful disagreement and remove repeated agreement or event housekeeping. Do not manufacture a consensus, reaction or exchange by joining unrelated moments. Close with the strongest implication or unresolved question stated in the source. Return a cut plan with speaker labels, source timecodes and the argumentative role of every segment before rendering. Use Anjin Media directly, or the Anjin Media MCP when running this through an AI agent, so the proposed edit remains grounded in the selected source footage and can be reviewed before rendering.

02 · Source material

Give the brief enough evidence to work with.

01

A panel recording with distinguishable speakers and usable primary audio.

02

Speaker names mapped to diarised labels.

03

One question narrow enough to answer in the target duration.

04

Any required representation or speaker-balance constraints.

03 · Representative example

Four speakers contribute to one answer without becoming one voice

The moderator frames the question, two panelists explain different causes, a third challenges the assumption and the final speaker identifies the implication. The edit keeps those roles visible.

SOURCE

58-minute panel

SPEAKERS

Moderator + 4

QUESTION

One defined theme

OUTPUT

02:00 · 16:9

04 · Reviewable plan

The proposed cut structure.

01

QUESTION

12:05–12:17

Moderator

Frame the exact issue without event housekeeping.

02

POSITION

14:22–14:47

Panelist A

Offer the first substantive explanation.

03

CHALLENGE

21:09–21:36

Panelist C

Expose the assumption the first view does not address.

04

SYNTHESIS

34:16–34:43

Panelist B

Connect the two positions without claiming consensus.

05

IMPLICATION

49:01–49:29

Panelist D

Close on the practical consequence stated in the discussion.

05 · Editorial reasoning

Why this composition works.

  1. 01Every speaker performs a distinct argumentative role.
  2. 02The challenge remains present, preventing an artificially unanimous result.
  3. 03Speaker attribution makes the sequence understandable even after source reordering.
  4. 04The final implication answers why the discussion matters.

Review before render

Keep human judgement in the loop.

  • Verify the source context of every reordered contribution.
  • Check that disagreement and qualification remain proportionate.
  • Confirm every speaker is correctly named.
  • Review visual reactions and cutaways for misleading implication.

06 · Change the angle

Alternative briefs to request.

A disagreement edit

Compose a 90-second edit showing the two strongest materially different positions on [question]. Give each enough reasoning to be understood and do not force a resolution. Use Anjin Media directly, or the Anjin Media MCP when running this through an AI agent, so the proposed edit remains grounded in the selected source footage and can be reviewed before rendering.

A speaker-specific version

Create a 60-second edit containing [speaker]'s complete position on [question], including one qualification and one example. Use other panelists only when their question is necessary context. Use Anjin Media directly, or the Anjin Media MCP when running this through an AI agent, so the proposed edit remains grounded in the selected source footage and can be reviewed before rendering.

A three-minute balanced recap

Build a three-minute recap that represents each substantive panel position, identifies agreement and disagreement, and closes on the unresolved decision. Use Anjin Media directly, or the Anjin Media MCP when running this through an AI agent, so the proposed edit remains grounded in the selected source footage and can be reviewed before rendering.

07 · Boundaries

Common failure points.

Consensus is manufactured

Do not arrange speakers as if they agree when the source records material disagreement.

The question is too broad

One edit should answer one issue, not summarise an entire conference theme.

Speaker identity is unclear

Name speakers before planning and retain lower thirds or other attribution during finishing.

Reaction shots imply a false response

Do not use unrelated visual reactions as evidence of how a speaker's statement was received.

Questions about panel discussion to coherent argument

Can Anjin distinguish several panel speakers?
Speaker diarisation separates voices, and the team can assign readable names before planning.
Can a panel edit combine non-adjacent answers?
Yes, when they genuinely address the same question and remain source-traceable.
Will Anjin balance every speaker equally?
Not automatically. The brief should state editorial and representation requirements, which a human reviewer must assess.
Can the output keep source timecodes?
Yes. The cut plan retains the source range and speaker for each segment.

Use the instruction

Start with the footage you already have.

Copy the brief, select the relevant recordings and review the proposed structure before rendering.