Discover the Best AI Tools

We test the top AI tools for writing, video, images & music — so you don't have to.

Explore AI Tools

OpenAI's Decisions API Is Now Live for Everyone — and It Was Built to Catch a Startup

Image
  Most AI answers arrive as essays. OpenAI's new Decisions API doesn't write a word — it answers yes or no, picks from your categories, or scores on your rubric, in 100 to 180 milliseconds. It went generally available this week, and the backstory is the best part: OpenAI's own product lead, Nikunj Handa, reportedly admitted the product wasn't on the roadmap four weeks ago. A small startup forced the sprint. Yes or no, in 100 milliseconds The API runs on GPT-6 Luna. Developers send text or images plus typed questions and get machine-readable answers in three shapes: a probability that a condition is true, a pick from a fixed list with a probability for each, or a score on rubric levels you define. Input costs $0.10 per million tokens, and output tokens are free. It launched as a public beta on October 6 (after a limited DevDay preview in late September), and the general release adds voice and visual input plus geographically targeted inference. Early customer Speak, the...

I Let AI Apply to 100 Jobs for Me — Here's What Happened

Clickbait cover art showing a robot arm blasting a storm of job application letters out of a laptop screen for the post I Let AI Apply to 100 Jobs for Me — Here's What Happened

Job hunting is a full-time job in itself. A solid application takes 30 to 45 minutes: reading the listing, tailoring the resume, writing a cover note, filling the same 40-question form again. So when AI tools started promising to do it for you — hundreds of applications while you sleep — I had to see if that promise survives contact with reality. Here's what actually happens when you hand your job search to an AI.

How the auto-apply machines work

Tools like Sonara and LazyApply follow the same playbook: you upload your resume, fill in a profile (skills, location, salary expectations), and set your preferences. Their AI scans job boards for matches, then auto-fills the application forms and submits them — sometimes dozens a day, on LinkedIn, Indeed, Greenhouse and company career pages. Sonara starts at $2.95 for a 14-day trial (up to 10 applications) and auto-renews at $23.95 every four weeks, with an annual plan at $71.40 upfront. LazyApply bills annually: $99 a year for up to 15 applications a day, $149 for 150 a day, $999 for 1,500 a day. Prices in this space move fast — treat these as a snapshot and always check at checkout.

What actually happens when the bot applies

The volume is real — the callbacks are not. One review site's test of Sonara reported roughly a 5% interview rate across hundreds of applications. LazyApply users on Trustpilot (where it sits around 2 stars as of early 2026) report mixed experiences: some praise the hours saved on LinkedIn Easy Apply, others report mismatched roles, form errors, and refund friction. And there's a risk hiding in the fine print: automated applying can run against LinkedIn's terms, and users have reported account restrictions from blasting too many at once. The honest math: AI turns a 40-minute application into a 40-second one, but it doesn't turn a weak resume into a strong one.

The one rule that decides everything

Automate a weak resume and you just scale the wrong thing. That's the rule. If your resume already converts — you get callbacks when humans actually read it — then automation is pure leverage: more shots on goal, and you land in the early-applicant window. If your resume gets filtered out by every ATS it meets, the bot just delivers more rejections, faster. So stp one is always the resume: run it through an ATS check and fix what gets flagged. Step two: let the AI handle the volume tier — Easy Apply roles that are a solid 80%+ match — and hand-apply the five jobs a week you actually want, with a tailored cover letter. That's where our guide to the best AI resume builders  earns its place, and our job seeker toolkit  walks through the full setup.

AiPost's take

Letting AI apply to 100 jobs works — but only as volume, never as strategy. The tools are genuinely useful if you treat them like an assistant, not a replacement: they buy you hours, and those hours should go into the resume, the cover letters, and the interviews — the parts no bot can do for you. Recruiters are fighting back with their own AI  which is why a tailored, honest application still beats a hundred generic ones. If you're starting the search from scratch, our walkthrough of job hunting with AI in 2026covers the full playbook. Volume gets you seen. Quality gets you hired.

Comments

Popular posts from this blog

AI Tools Every Accountant Should Use in 2026

Top 5 Best AI Video Generation Tools in 2026

7 Best AI Website Builders in 2026