Robert Mitchell, CFE MBA

Chief AI Officer at WSI, AI Thought Leader, Franchising Ambassador, Insatiably Inquisitive, Photographer, Geek, Husband, Father, & Christ Follower

[GREG ISENBERG @gregisenberg]

Jev is HERE and this is the CLEAREST explanation of what it is and what NEW businesses it unlocks.

(and at the end I'll tell you how to get Jev even if you're on the waitlist)

WHAT IT IS

You know how you open your inbox and have to decide what's junk, what needs a reply, and what can wait? Jev does that part. It looks at each thing and says "this is junk, I'm 94% sure."

It doesn't write anything back to you. It just sorts.

1,700 emails for 18 cents, instantly.

That sounds kinda trivial but the important part

WHAT IT UNLOCKS

My explanation of Jev sounds small until you realize HOW MANY jobs are exactly this. Someone reading a stack of applications. Someone deciding which support ticket goes to which team. Someone looking at inbound and deciding who's worth calling back.

A few ideas on what it unlocks:

1/ Instant quotes that are actually instant. Every quote form on the internet says "we'll email you by end of day." Build the version that answers in under a second, for roofers, movers, insurance, legal intake.

2/ Lead scoring as a product. Every agency and service business has a contact form full of junk. Score every submission and send the real ones straight to the owner's phone.

3/ Support triage for companies with no support team. The ticket gets classified and routed before anyone opens it.

4/ Clipping tools. Pass in a transcript, get the best moments scored in three seconds. Every clipping product just got a cheaper engine.

5/ Application piles. Grants, permits, insurance claims, job apps, loan docs. Someone reads that stack one item at a time today.

6/ Marketplace matching. Someone types what they need and gets matched to the right local business instantly instead of waiting for callbacks.

7/ Browser agents that actually move FAST. That makes bulk browser work practical: pulling quotes from five carriers, filing the same form for 200 clients, checking supplier inventory in real time etc.

TLDR; find an expensive queue and put Jev at the front of it.

HOW TO GET IT

I didn't realize you can skip the waitlist because Jev is live on the Vercel AI Gateway right now, so you can start calling it today. In this episode, we share how.

Episode now live on @startupideaspod (thanks to @ryanvogel for coming on and spilling the sauce today)

Watch: https://t.co/sLdIUdmrCx

Jev is a big deal because this is a whole new way to do AI

Really cool

Happy Jev day.

[Diogo Almeida @CompleteSkeptic]

After co-inventing ChatGPT, I kept asking myself: why have superhuman chat models not led to AGI?

I’ve spent the last 2 years in stealth building a new way to train models (RLCD), and a new type of frontier AI model that we are releasing today: Jev

• 20-200x faster
• 40-400x cheaper (w/ output tokens free)
• Frontier composable intelligence optimized for decisions

AFAICT the shortest path to AI-based economic revolution

[Mahax @Mahaximus_]

https://t.co/RbVSSvaqXq

[Mahax @Mahaximus_]

Andrej Karpathy:

"Prompting is going away.

Delete everything, keep Graph."

In 1 hour he shows how to build Graphs, and why it's the only thing that will be left standing at the end.

The missing piece most people don't get: LLMs, prompts, agents, they're all steps. Graph is where you end up.

Watch it, then read the full guide on Graphs below.

[Ethan Mollick @emollick]

Most prophetic tweet of all time (2 months post ChatGPT release). And you can safely repost it every day and it will still be prophetic for the future. This is the least the world will care about AI.

[Robert Mitchell, CFE MBA @_robertmitchell]

@elonmusk I’m genuinely interested to know why I would use Grokipedia as opposed to any number of LLMs, (including Grok)that have a larger corpus of data to pull from,more than the 800,000 articles listed on Grokipedia. It’s like using encyclopedia Britannica when the you have the internet

[Robert Mitchell, CFE MBA @_robertmitchell]

I am speaking at Prime IV Hydration & Wellness 2025 Conference. Please check out my talk if you're attending the event! - via #Whova event app

[Robert Mitchell, CFE MBA @_robertmitchell]

@higgsfield_ai I don't see this as a 'death to branding agencies' as much as i see this as a HUGE aid to smaller product companies with limited budgets

[Ethan Mollick @emollick]

Recursion!

I gave ChatGPT Agent access to my ChatGPT by logging in and then...

[Birds aren't real @MyToastisNot]

@Danny_R_Myers @AwakenedOutlaw @DataRepublican I found out my Medicaid was getting used in a state I used to live in when they canceled my medicaid in my current state, 3 years in a row

First year, someone also voted in my name in my old state

State of WA was uninterested/belligerent towards me each time.

[Yann LeCun @ylecun]

BOOM! The Llama-4 brood is out.

[Robert Mitchell, CFE MBA @_robertmitchell]

@ESYudkowsky This is odd that you don’t realize Groks language model’s data set is corrupt with bias data from millions of people calling Musk’s content misinformation. Sounds like anthropomorphized this language model to believe it’s capable of true analysis.

[Robert Mitchell, CFE MBA @_robertmitchell]

@grok what constitutes misinformation? Isn’t that just a matter of perspective? One person‘s misinformation is another person‘s fact when it comes to political ideologies. So isn’t it unfair to characterize something as mis information just because others have labeled it as such and so your corpus of data is biased toward musk because your language model has been trained on millions of people calling musk misinformation

[Robert Mitchell, CFE MBA @_robertmitchell]

@the_jefferymead @elonmusk What makes it so infuriating is that Republicans never resorted to this abhorrent behavior when the Democrats ran the White House and we were hating everything Biden was doing.

[Jeffery Mead @the_jefferymead]

This is LITERALLY domestic terrorism. They are attacking @elonmusk and his companies because they don’t like his politics.

Democratic leaders as a whole are quiet. It seems the Democratic Party is okay with domestic terrorism as long as it serves their agenda.

[Robert Mitchell, CFE MBA @_robertmitchell]

@elonmusk @grok what do you think about this meme?

[Vanshika @aahiknsv]

Been playing around with @PaymanAI lately and I built this small cool app called Bill Buddy 💸

An AI-powered agent that helps you pay bills effortlessly. All you have to do is upload your bill and it take cares of the rest.

One thing, that I must say is Payman integration is super easy.

Ofc, this is one small implementation where AI handles money - I can think of multiple projects where this can be used, but starting here.

P.S: Please ignore my tired face, indentation issue in python gave me a hard time 🥹

[Greg Brockman @gdb]

a taste of what AI agent interaction will be like

[Andrej Karpathy @karpathy]

It’s done because it’s much easier to 1) collect, 2) evaluate, and 3) beat and make progress on. We’re going to see every task that is served neatly packaged on a platter like this improved (including those that need PhD-grade expertise). But jobs (even intern-level) that need long, multimodal, coherent, error-correcting sequences of tasks glued together for problem solving will take longer. They are unintuitively hard, in a Moravec’s Paradox sense.

Fwiw I’m ok and happy to see harder “task” evals. Calling it humanity’s last exam is a bit much, and misleading.

[Logan Kilpatrick @OfficialLoganK]

Today I am happy to share that Google AI Studio and the Gemini Developer API (along with our teams) are moving over to @GoogleDeepMind!

This move will allow us to double down on our already deep collaboration and accelerate the research to developer pipeline. Time to build!