Every claim
in your podcast, verified.

Podifact runs a self-correcting AI agent that extracts every factual claim, cross-references them against live web search and your knowledge base, and delivers a fully sourced intelligence report.

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~10s
per pipeline
Unlimited
claims verified
100%
sourced output
podifact.ai/dashboard/episodes/body-clock-ep33
Body Clock — Sleep, memory and performance
Body Clock — Sleep, memory and performance
18k tokens8 LLM calls33 claims9.8s
Summary
Key Notes
Fact Checks28/33
Agent Log8
Social
Tokens18k
Time9.8s
Verified28/33
Calls8
85% verifiedavg confidence 82%
All 33Verified 28Outdated 3N/A 2
"Sleep deprivation reduces memory retention by 40%"
Verified
91%
Web
"The hippocampus consolidates memories during REM sleep"
Verified
87%
Web+RAG
~
"8 hours is the universal sleep requirement for adults"
Possibly outdated
54%
Knowledge
?
"Polyphasic sleep was standard before industrialisation"
Unverifiable
32%
None
The Signal Room
The Signal Room
AI, power and the next decade
14 claims verified
Deep Work Radio
Deep Work Radio
Building focus in a distracted era
9 claims verified
Market Pulse
Market Pulse
Rate cuts: what really happened
21 claims verified
Body Clock
Body Clock
Sleep, memory and performance
33 claims verified
Ground Truth
Ground Truth
Misinformation at scale
17 claims verified
Origin Stories
Origin Stories
How Stripe rewired payments
28 claims verified
The Signal Room
The Signal Room
AI, power and the next decade
14 claims verified
Deep Work Radio
Deep Work Radio
Building focus in a distracted era
9 claims verified
Market Pulse
Market Pulse
Rate cuts: what really happened
21 claims verified
Body Clock
Body Clock
Sleep, memory and performance
33 claims verified
Ground Truth
Ground Truth
Misinformation at scale
17 claims verified
Origin Stories
Origin Stories
How Stripe rewired payments
28 claims verified

How it works

From transcript to verified report

Paste a transcript, upload a document, or drop a YouTube URL. Podifact runs a dynamic multi-agent pipeline that scales to the complexity of each episode.

Summarise every episode

The AI reads your full transcript and produces a structured summary: key themes, notable quotes with timestamps, discussion outcomes, and the topics covered — all in under 10 seconds.

JSON · TXT · YouTube Themes + quotes Speaker attribution Key notes
Episode summary — Body Clock ep. 33
body_clock_ep33.txt
NeuroplasticitySleep architectureMemory consolidation
Key themes: Neuroplasticity, sleep architecture, memory consolidation.

The episode explores how deep sleep stages directly influence the brain's capacity to form long-term memories, citing three peer-reviewed studies.
247 words

Fact-check every claim — automatically

The agent extracts all verifiable claims, scores them by type and importance, then fires parallel web searches, KB lookups, and RAG retrievals. A self-correcting loop catches quality issues and re-runs targeted fixes without restarting the pipeline.

Unlimited claims Parallel web search KB + RAG retrieval 3 claim types Self-correcting agent
Fact check — Body Clock · 33 claims
85% verifiedavg confidence 82%
All 33Verified 28Outdated 3Unverifiable
All typesFactualIndustryAnecdote
"Sleep deprivation reduces memory retention by 40%"
Verified
91%
WebStatisticalduckduckgo

Web Sources (2)

Sleep deprivation and cognitive performance
Study of 1,200 adults shows 40% reduction…
nature.com/articles/s41586
Memory consolidation during sleep phases
REM stage critical for declarative memory…
pubmed.ncbi.nlm.nih.gov
"The hippocampus consolidates memories during REM sleep"
Verified
87%
Web+RAGScientific
~
"8 hours is the universal sleep requirement for adults"
Possibly outdated
54%
KnowledgeScientific
?
"Polyphasic sleep was standard before industrialisation"
Unverifiable
32%
NoneHistorical

Build a living knowledge base

Upload PDFs, research papers, and show notes. Podifact chunks, embeds, and indexes them so every pipeline run can retrieve the most relevant context — making every fact-check smarter than the last.

PDF · DOCX · TXT · MD Semantic search PGVector · ChromaDB Auto-indexed
Knowledge base
Search your knowledge base...
sleep_research_2024.pdf
2.4 MB47 chunks
indexed
neuroplasticity_meta.docx
840 KB23 chunks
indexed
episode_290_shownotes.txt
18 KB6 chunks
indexed

Semantic search result

Chapter 4: Sleep Stagesscore 0.947

REM cycles average 90 minutes in healthy adults, accounting for 20–25% of total sleep time. Disruption of REM phases is strongly correlated with declarative memory deficits.

sleep_research_2024.pdf · p. 14

NeuroplasticitySleep architectureMemory consolidationREM cyclesCircadian rhythm

Chat with your episodes

Ask any question about a processed episode and get answers grounded in verified content. Upload transcripts directly from the chat to trigger the pipeline and watch it process live — then ask questions the moment it finishes.

Upload from chat Episode-scoped RAG Live pipeline stream Full conversation history
Chat — Body Clock · Sleep, memory and performance
+New chat

Today

Body Clock analysis
Body Clock
AI in Healthcare
AI in Healthcare

Older

Market Pulse dive
Scoped to Body ClockRAG scoped
What were the top verified claims from this episode?

28 of 33 claims verified with strong evidence:

✓Sleep deprivation reduces memory retention by ~40%91%Web+RAG
✓REM sleep consolidates declarative memory87%Knowledge
~8 hours is the universal sleep requirement54%Web
Which source cited the 40% figure?
From nature.com — a 2024 study of 1,200 adults measuring cognitive performance after 6h vs 8h sleep restriction.
Ask about "Body Clock"…
~10s
avg pipeline runtime
Unlimited
claims per episode
5+
web search providers
100%
sourced output

Self-correcting agent pipeline

The guardrail node reviews every output — summaries too short, tweets over character limits, missing takeaways — and routes to a targeted corrector that fixes the issue and re-checks, without re-running the full pipeline. Budget and claim selection scale automatically based on episode complexity.

Guardrail validation Targeted correction Dynamic claim budget

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Your first episode is free

No credit card needed. Upload a transcript and get a full verified report in seconds.

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