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M2.7 just BROKE the Entire Industry...

2026-03-19 Education
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Wes Roth
Wes Roth
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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

297 31 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.

37 7 replies
@federicomuria8377 2026-03-19

10:54 so...... AI is now summoning demons????? WHAT COULD GO WRONG?!?!?!🤣🤣🤣🤣

17 7 replies
@ForTheEraOfLove 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
@singlesourcestudios4084 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 8 replies
@AJTheDeveloper 2026-03-19

Welp there goes the neighbourhood.

2
@mojmejl6279 2026-03-20

66.6 the number of the Beast

1
@Labtrap11 2026-03-19

At this point we got used to your audio 😂 my morning news comes from here

1

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