hype-free explanation of jev:
jev does not replace gpt / claude
jev is just a *really* smart switch statement
like if 2016 ml classifiers got 2026 levels of intelligence
it's a new* type of tool that will make a lot of workloads insanely fast, cheap, and accurate
* = and by new, i mean rebranded
~~~
it needs a predefined set of options and it will tell you which one to take
it cannot:
- write code
- generate natural language
- reason step by step / show its work
- produce any output you didn't define in advance
- pick from more than ~255 options in one shot
but it can:
- classify, route, score, rank
- give confidence
- pick the right branch, tool, model, or sub-agent
- judge / verify / guardrail an llm's output
- label tons and tons of rows
~~~
i'd imagine a lot of workflows that look like:
llm proposes options โ jev decides โ code executes
and i see this fitting *really* well with code mode and mcp
~~~
implying this will lead to agi seems incredibly far fetched to me, but i don't want to discount the types of applications that this will make possible
ChatGPT Work can now use its computer and browser to sign in to websites on web and mobile, without ChatGPT ever seeing your username or password.
That means you can ask it to:
โข Set up utilities for a new apartment
โข Book a DMV or passport appointment
โข Check reimbursement costs through your insurance
โข Find and book an in-network doctor around your availability
โข Check when your car registration expires and prepare the renewal paperwork
โข Compare your rental insurance policy with an issue youโre emailing your landlord about
โข Find and save apartment listings that match your criteria
โข Restock something just by uploading a photo
โข Schedule a package pickup for a return
โข Cancel tickets for a rescheduled trip
โข Book a vet appointment
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โข Find candidates with specific experience and draft outreach
โข Take invoices from your email and submit them to your accounting software
โข Draft replies to rental property inquiries
โข Fill out permit applications for your small business
โข Add action items to a vendor portal based on a recent client call
โข Analyze the latest ad campaign for your small business
Welcome Salesforce Headless 360: No Browser Required! Our API is the UI. Entire Salesforce & Agentforce & Slack platforms are now exposed as APIs, MCP, & CLI. All AI agents can access data, workflows, and tasks directly in Slack, Voice, or anywhere else with Salesforce Headless 360. Faster builds, agentic everything. ๐
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How to use AI to create a full PowerPoint deck. In this video, I create an investor pitch deck for an imaginary app called Productivity Tracker.
This level of quality wasnโt possible until this morning when OpenAI launched their latest model GPT-5.4.
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This is a new direction in AI agents - SaaS creating controls to let agents operate software without touching the browser. More and more software will work like this.
Introducing the Google Workspace CLI: https://t.co/8yWtbxiVPp - built for humans and agents.
Google Drive, Gmail, Calendar, and every Workspace API. 40+ agent skills included.
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Introducing Pomelli, an experimental AI marketing tool designed to help you easily generate scalable, on-brand content to connect with your audience, faster.
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๐๏ธ One of my favorite AI use cases: podcasts.
Here's how I use Snipd - my new AI-powered podcast player.
I use it to save & remember the best insights I hear in podcasts, with transcripts, summaries, mentioned books, guest bio, and more.
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