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MAKER & MACHINE · THE PEOPLE WHO MAKE AI MATTER
VOL I · NO 001

Maker & MachineGraded · present tense

Graded · the present-tense desk

We watch AI YouTube so you don't.

Every video graded with receipts. Every host and guest gets a career record. Check here before you press play. One episode is an opinion. Three appearances is a rank.

Next tape: paste the YouTube link into content/graded/inbox.json, or drop it in chat.

Reviews

Video board

Best episode score first. The board is an index of reviews, never a free-floating score.

#VideoEpisodeTier
1I Built a Buzz AI Agent Team for YouTubeClearmud8.1Worth Your Time2Grok 4.6 vs Fable 5: Who Actually Wins?Clearmud8.0Worth Your Time3GPT 5.6 SOL IS HERE! How to use it.Greg Isenberg7.5Worth Your Time4I can't believe it was this simpleClearmud7.5Worth Your Time5I Forked Jack Dorsey's Buzz: I Spend MORE TIME In Buzz NowClearmud7.4Worth Your Time6Hermes just released their biggest update ever (Hermes Bot)Alex Finn7.0Worth Your Time7How I actually use Grokbot: Don't sleep on itClearmud6.9Mixed Bag8Marketing Agents MasterclassGreg Isenberg6.5Mixed Bag9How to Run a Business With Grockbot Agent TeamsGreg Isenberg6.3Mixed Bag10ChatGPT Voice is the most powerful AI feature of 2026. Here's how to master itAlex Finn6.1Mixed Bag11Grok Bot is the best AI agent ever. Here's how to set it upAlex Finn5.8Mixed Bag12Grok 4.5 is a bigger deal than Fable 5Greg Isenberg5.7Mixed Bag138 Grok Bot use cases I promise will change your lifeAlex Finn5.0Mixed Bag

Hosts

Career average on the host track. Unranked until three graded appearances.

#NameAverageGradedTier
1MarceloRanked7.6 ▬5 epsWorth Your Time2Greg IsenbergRanked6.5 ▬4 epsMixed Bag3Alex FinnRanked6.0 ▬4 epsMixed Bag

Guests

Career average on the guest track. Same person, separate line from host work.

#NameAverageGradedTier
—Dan ShipperUnranked (1)8.31 epUnranked (1)—Nick (Orgo)Unranked (1)6.91 epUnranked (1)—Cody SchneiderUnranked (1)6.81 epUnranked (1)—Billy HowellUnranked (1)4.71 epUnranked (1)

How grading works

Every review follows the same rubric. Every negative call carries a quote from the transcript. We grade the performance, not the person.

  • 8.5+ — Signal
  • 7.0–8.4 — Worth Your Time
  • 5.0–6.9 — Mixed Bag
  • 3.0–4.9 — Mostly Hype
  • Under 3 — Slop Merchant

A person is ranked after 3 graded appearances. Until then the record shows as Unranked (N). Scores are opinions backed by quotes.