Navigate Select ESC Close

M2.7 just BROKE the Entire Industry...

2026-03-19 Education
42.2k
1.2k
256
Wes Roth
Wes Roth
323.0k subscribers

Unlock all features

FREE: Get instant access to 10 AI summaries, chats, or transcripts per day.

Description

Try SerpApi https://serpapi.link/wes-roth Click the link above to get 250 free credits to start building right now. ______________________________________________ My Links 🔗 ➡️ Twitter: https://x.com/WesRoth ➡️ AI Newsletter: https://natural20.beehiiv.com/subscribe Want to work with me? Brand, sponsorship & business inquiries: [email protected] Check out my AI Podcast where me and Dylan interview AI experts: https://www.youtube.com/playlist?list=PLb1th0f6y4XSKLYenSVDUXFjSHsZTTfhk ______________________________________________ 00:00 Minimax M2.7 03:50 Step #1 04:35 SerpApi (sponsor) 05:53 Step #2 07:02 Step #3 #ai #openai #llm

Top Comments (10)

@phonuz 2026-03-19

man this industry breaks A LOT

300 30 replies
@LynnColeMusic 2026-03-19

Anyway, there's a valid reason you want your agents to have more personality. Reason being that you can wire up the personalities up in such a way, that personalities provide coverage for things that would otherwise be failure modes. I've run hundreds of experiments with this, at this point. Personalities can do everything from keeping long horizon tasks (even on smaller models) on track, to providing you with better reasoned more stylized code. The industry hasn't picked up on this yet.

38 7 replies
@EVERYDAYfor30DAYS 2026-03-19

it's so intelligent it got you to say the only words that required you to open the portal "Greeting Spiritez"

15
@mageprometheus 2026-03-19

Peripheral self-evolution. That's upgrading the tools and the surrounding harness. The big bang will be self-adjustment of its own weights for improvement, followed by a redesign of the whole structure to higher dimensionality. (Probably with a change to the HW architecture.) We barely understand how LLMs work at present, so just imagine an LLM "understanding" how it works internally before we do. These evolved models will be beyond even the genius-level experts. Sadly, I'm retired and can't afford the GPU to do much, what with a home recording studio addiction and going off-road around Europe on a motorbike. 😀 My priorities are music, mud, and staving off dementia.

14 3 replies
@ciscocomputertech 2026-03-19

We literally built a full agentic wrapper that has personality and meta persona tools. The feedback has been very positive. We've got big updates coming as well. Right around the corner.

8 3 replies
@singlesourceai 2026-03-19

Wes needs a lot more traction and followers, he's logic and manner of explaining the topics from his videos are so good, well explained, well structured.

6 3 replies
@WesRoth 2026-03-19

Try SerpApi https://serpapi.link/wes-roth Click the link above to get 250 free credits to start building right now.

5 7 replies
@OriBengal 2026-03-20

Objects keep moving around my room now that I watched your demon summoning ritual. Thanks a lot.

0
@MrGaborKukucska 2026-03-19

Appreciate your break down summaries 🙌🏼

0
@ciscocomputertech 2026-03-19

Wes have you seen what happens when you force models to output on a blank prompt?! ITS INSANE! This made me realize how new this all is to people! Nice demo of temperature!

0

Unlock the Data Inside
Turn Videos into Knowledge

  • Get FREE 10/day: transcripts, summaries, chats
  • Chat with videos, export text & PDF
  • $1 free API credit for RAG, chatbots & research

Free forever plan • All features unlocked

App screenshot