Blog Post
Why DeepSeek R1 Matters
Transcription alone no longer cuts it. DeepSeek R1 is a 671B-parameter, MoE-powered model built for inference and reasoning. It doesn’t just document what was said—it analyzes what was meant, spots assumptions, and uncovers hidden signals.
BibiGPT: The Control Center
BibiGPT already summarizes content from Bilibili, YouTube, podcasts, meetings, and local files. Its custom prompt feature lets you steer DeepSeek R1’s reasoning—turning raw transcripts into tailored analyses.
Curious how BibiGPT stacks up against other tools? See our 2024 AI video summary comparison.
Prompt Playbook
1. Expert Perspective
“Act as a [domain expert]. Transcribe and summarize the content, then analyze [key concepts/technologies]. Present your findings as a [pyramid structure / bullet list]. Highlight [speakers/time markers/terminology].”
Example:
“You are a senior AI engineer. Summarize this talk, focusing on deep learning models and use cases. Output bullet points and make key technical terms bold.”
Result: polished notes with structure, speaker tags, and highlighted jargon.
2. Counterintuitive Analysis
“Identify potential [survivorship bias / logical gaps / hidden assumptions] in this content. Provide multi-angle analysis, emphasize controversial viewpoints, and cite supporting evidence.”
Result: debate-worthy insights and timestamped references that challenge the status quo.
Recommended Workflows
- Build an end-to-end AI learning system with DeepSeek + Feishu tutorial.
- Upgrade your prompts for critical thinking with Episode 8 of the Growth Series.
- Convert insights into long-term memory via BibiGPT + Anki workflow.
Takeaway
DeepSeek R1 delivers reasoning; BibiGPT turns that power into practical outputs. Master the prompt techniques above and every video you process becomes a rich, searchable knowledge asset.