PODCAST · VIDEO · 20+ PLATFORMS
Learning GenAI via SOTA Papers
A daily, AI-narrated episode that breaks down one foundational GenAI or Agentic-AI research paper — audio and video, generated from the paper itself and pushed out from a single pipeline to every platform a listener might be on.
It's also the proving ground for the distribution engine underneath it: the same "one script, many destinations" system that gets this show onto 20+ platforms every day, without a human clicking "post," is general-purpose — see where else it could go.
Listen
Apple Podcasts · Amazon Music · YouTube · Spotify (search "Learning GenAI via SOTA Papers")
How it works
One paper in, one pipeline, twenty-plus destinations out — no manual posting, anywhere, ever.
1. Pick the source
Each episode starts from one foundational GenAI/Agentic-AI research paper — the raw material for everything downstream.
2. Generate audio + video
An AI narration pipeline turns the paper into a listenable episode and a matching video overview — no editing suite, no voice talent booked.
3. One content object, many destinations
The episode is described once — title, summary, clips, links, tags — and handed to a per-platform adapter that knows that platform's own format, limits, and quirks.
4. Runs itself, on schedule
Every platform posts on its own daily schedule, unattended — the pipeline runs whether or not anyone is at a keyboard.
5. Reports on itself
A daily summary shows exactly what went out where — failures surface immediately instead of going unnoticed for days.
What makes it different
Built to replace twenty separate manual habits with one.
One script, not twenty workflows
Describe the content once. Every destination's formatting, limits, and upload flow are handled behind that single interface.
Isolated by design
Each platform gets its own adapter. One destination having a bad day doesn't take the rest down with it.
Actually unattended
Not "semi-automated with a review step" — it runs on a schedule, every day, with nobody clicking anything.
Observable by default
Success and failure are both visible. A platform that silently stops posting is treated as a bug, not accepted as normal.
Where this could go
The show is one use of the underlying idea — one piece of content, described once, reaching every channel it belongs on. The same pattern applies well beyond podcasting.
Startups & indie founders
Broadcast a launch or update once and reach every channel your audience might be on — the visibility of a marketing team, without hiring one.
Creators & influencers
Cut out the manual grind of re-uploading the same clip to every platform by hand — post the content, not the busywork.
Small businesses & local services
Keep a consistent presence across every platform customers check, without a dedicated social media hire.
Nonprofits & advocacy campaigns
Make a volunteer-run comms effort stretch across far more channels than the volunteer hours would otherwise allow.
Recruiting & employer branding
Put openings and culture content everywhere candidates actually look, instead of just one careers page.
Event & community organizers
One announcement, pushed everywhere your attendees might see it, on the schedule that matters — not whenever someone remembers to post it.
Educators & science communicators
Turn one piece of research or lesson content into a multi-platform series — the same way this show does for a paper a day.
Agencies managing multiple accounts
One pipeline, pointed at many brands' worth of content — distribution that scales with clients, not with headcount.
Questions
Privacy
No listener accounts or tracking. Read the Privacy Policy.
Contact
Questions about the show or the system behind it? hello@cyquila.com.