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@elafro18
Actuary & Data Scientist
León, Guanajuato Katılım Temmuz 2019
332 Takip Edilen141 Takipçiler
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@bryan_johnson did you ask it to make no mistakes because that matters
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@Hesamation “the people who care less about how things work internally and are excited to build have more success” is going to result in a lot of leaked API keys
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this 2 hour interview with Peter Steinberger (clawd) is a must-watch and i’m not even kidding. he explains his process, how he codes with AI, even advice for new grads.
> he ships without checking the code
> uses 5-10 agents in parallel
> not vibe coding, “agentic engineering”
> it’s mentally more exhausting than coding
> the people who care less about how things work internally and are excited to build have more success
> he has one main project and a few smaller ones running in parallel
> makes agent runs tests and iteratively improve base on them
> setting up the validation loop and the tests makes reading the code unnecessary
> CLOSE THE LOOP: have the agent validate its code and verify the output
> don’t just send a prompt with the model. have a conversation with it. spend time getting to the bottom of what you want before handing it off to the agent.
> it’s a different way of thinking and building than traditional coding
> instead of getting frustrated at the agent for not behaving the way you want, speak with it to understand how it interpreted the task. learn the language of the machine.
> you don’t need to plan for days when you can have the agent build and you can check the results in minutes
> no CI, if agents pass the test locally he merges
> reading the prompt gives you valuable signals just as much as reading the code
amazing talk @GergelyOrosz and @steipete 👏🏻

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@peach2k2 Maybe someone 😉 paid for those other creators to post in such a coordinated way? Maybe with some graph analysis on the posts and accounts you could have an answer 🤷🏽♂️ ( just a guess )
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@JMLV51 @jacksonhinkle Imagin what thats like for small and medium business owners though its not like that money is going to magically appear
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Bro, in Mexico the minimum wage has gone up 258% from 2018 to 2026 ( including that fresh 13% bump).
And check this out: 13.5 million people got out of extreme poverty just between 2022 and 2024. That’s a shit ton of families eating better, having a roof, and some hope again.
Honestly, at the end of the day it’s not about being left-wing, right-wing, or whatever label you wanna slap on it. It’s just about helping the people who have the least as much as humanly possible. Point blank.
Of course, the elephant in the room is still the crazy insecurity and violence… that monster hasn’t been tamed yet, and it’s fucking serious. But damn, at least on the poverty front, real progress is happening.
GIF
Nevada, USA 🇺🇸 English

@ArturoErdely Tan bajo piensa de los jóvenes doctor? Ilústrenos a los cuantos años se adquiere la habilidad para hacer diseños “profesionales” 😂 Esto hasta tu lo puedes hacer en canva Arturo
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Redacción impecable y con un estilo sui géneris que se mantiene en todos los comunicados. Diseño de imagen muy profesional, muy cuidado cada detalle, cada palabra, cada frase, ni un solo error, marketing profesional. Como profesor universitario que está constantemente en contacto con jóvenes, me queda claro que éste no es su lenguaje y estilo actual. El tema del anonimato genera todo tipo de especulaciones, y desata la paranoia gubernamental. Siempre es mejor la transparencia, con todos los riesgos que ello implica.
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We replaced a $197K/year content team with Nano Banana + Linah AI + VEO 3
From concept to upload, the system now produces 300+ short-form UGC ads every month fully automated, faceless, and optimized for conversions.
It started as an experiment:
Could we scale ad creative without hiring creators, editors, or managers?
So we built a machine that:
- Generates 300+ AI UGC videos on demand
- Auto-posts across 50+ TikTok burner accounts
- Tests 500+ hooks, voices, and formats
- Tracks winners & doubles down automatically
The results?
- 22M+ organic views
- Dozens of videos crossing 200K+ each
- Multiple TikTok channels hit FYP consistently
- Shopify + affiliate funnels → $368,000+ tracked revenue
Why it worked:
- Zero creator management headaches
- 100% organic growth (no ad spend)
- Mass testing + rapid iteration
- Linah AI + VEO 3 running nonstop
We originally built it as our private growth engine.
Now brands are asking for it.
So I’m opening up the full playbook:
The video automation system
Distribution & scaling strategies
The AI agents powering it
Best practices for VEO + Linah AI
Want your own Linah AI + VEO 3 UGC engine?
RT + Comment “BANANA” and I’ll send the blueprint for free.
(must be following)

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@truth_seeker108 @Marqrk1 @drillinlooks @CryptoCyberia @MancerAI_ It will create new jobs ( not the same quantity) i.e. ai agent operators that are also capable of handling the work in first place to be able to orchestrate and get the work done with just one person + this systems instead of a whole team of people doing repetitive tasks all day
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Wrong. I work in healthcare. Some lab tech jobs that people study slides etc are continuing to get automated with AI reading them and scoring them. Telehealth with AI impacted some already. It is slowly becoming mainstream and definitely will impact number of new hires for same roles. Will it create new jobs instead? I don't know. I haven't seen any yet.
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