How does DevFound's AI job matching work?

DevFound's AI Copilot ingests your profile, goals, and live job data to deliver curated matches in seconds. Every match includes a resume variant, suggested referrals, and interview prep so you can act immediately. The more feedback you provide, the sharper the Copilot becomes.

Is AI job searching better than traditional methods?

AI-led job searches shrink the hours spent sifting through boards and formatting resumes. DevFound pairs automation with your personal outreach, so you reserve energy for interviews and negotiation. Traditional networking still matters, but AI gives you a lift before you even send a message.

What skills are needed for AI and ML jobs?

Modern AI roles expect comfort with production-grade code, data fluency, and practical ML tooling. The strongest candidates pair deep technical chops with storytelling—translating model impact to product, GTM, and exec partners. Continuous learning keeps you ahead as stacks evolve.

How do I get matched with AI jobs faster?

DevFound rewards active seekers. Keep your profile fresh, respond to match quality prompts, and enable alerts so you never miss a role. The AI prioritizes companies and teams that align with your feedback, accelerating both introductions and interview invites.

What locations have the most AI job opportunities?

High-density tech hubs continue to host the deepest AI talent pools, yet distributed teams are catching up fast. Use DevFound filters to hone in on onsite, hybrid, or fully remote roles and watch openings expand across time zones.

Can DevFound's AI help with remote AI jobs?

DevFound aggregates thousands of remote AI openings and flags the nuances—core hours, async culture, and visa needs—up front. The Copilot also recommends how to position your distributed work experience so hiring managers know you can thrive on a remote team.

Bad Decisions Podcast

This is the FASTEST AI Video model [MINMAX H3 MAX]

29 August 2026 49:33 Bad Decisions Studio

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About this episode

AI video had a speed problem. The best paid models take a minute or two per clip, and running one free on our own machine took us 20 minutes. Now there is a version that makes a 15 second clip in about five seconds, and we tested it against real Seedance shots using their exact prompts. Then ZAI released a model that autonomously built a full 3D kitchen inside Blender over 16 hours, though we have questions. And Hugging Face put out a $399 open source robot you can train yourself.

Sources:

1. Minimax H3 Max on Fal - 15 second clips in about 5 seconds

- https://fal.ai/models/minimax/h3-max/image-to-video

2. ZAI's GLM 5.3 Flash builds 3D scenes in Blender

- https://x.com/louszbd/status/2093047548550525165

3. Hugging Face releases Microduck - $399 open source robot

- https://x.com/ClementDelangue/status/2092931447644442635

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Chapters:

00:00 Introduction

01:21 15 Second AI Videos in 5 Seconds (H3 Max on Fal)

28:46 GLM 5.3 Flash Builds 3D Scenes in Blender

39:06 Hugging Face's $399 Open Source Robot

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This is the FASTEST AI Video model [MINMAX H3 MAX]

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