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Willy Ugarte

@gitanol

PhD in Computer Science

Willy Ugarte reposted

Just Recorded a Tutorial on How to Build Your First AI Agent in n8n (step-by-step) Explained so simply even a 10-year-old could understand it (Learn how to set up AI agents, connect tools like WhatsApp & Gmail, and see how agents reason, and act) Like + Comment "LEARN" to get…

dashboardlim's tweet image. Just Recorded a Tutorial on How to Build Your First AI Agent in n8n (step-by-step)

Explained so simply even a 10-year-old could understand it (Learn how to set up AI agents, connect tools like WhatsApp & Gmail, and see how agents reason, and act)

Like + Comment "LEARN" to get…

Willy Ugarte reposted

This guy literally dropped the best practical AI roadmap you’ll ever see

neatprompts's tweet image. This guy literally dropped the best practical AI roadmap you’ll ever see

Willy Ugarte reposted

Correlation is the skill that has singlehandedly benefitted me the most in my career. In 3 minutes I'll demolish your confusion (and share strengths and weaknesses you might be missing). Let's go:

mdancho84's tweet image. Correlation is the skill that has singlehandedly benefitted me the most in my career. 

In 3 minutes I'll demolish your confusion (and share strengths and weaknesses you might be missing).

Let's go:

Willy Ugarte reposted

Holy shit... Google just cracked the code on AI collaboration. It's called TUMIX, and it might be the smartest thing they've published all year. Here's the twist: instead of building one massive brain, they built a team of smaller ones that argue, debate, and improve each…

alxnderhughes's tweet image. Holy shit... Google just cracked the code on AI collaboration.

It's called TUMIX, and it might be the smartest thing they've published all year.

Here's the twist: instead of building one massive brain, they built a team of smaller ones that argue, debate, and improve each…

Willy Ugarte reposted

Google ML Engineer Interview - Final Round Question: "Your inference costs are 10x higher than expected due to KV cache. How do you diagnose and fix this?" You: "I'll just increase my GPU memory to store more cache" Awkward silence Interview over. Here's why you failed:…


Willy Ugarte reposted

THIS research is the clearest signal of where AI is heading. for years, the race was about speed - faster responses, bigger models, more automation per second. but for the first time, the frontier is slowing down. “deliberative AI” systems like DeepMind’s *Reflection Agents*…

alex_prompter's tweet image. THIS research is the clearest signal of where AI is heading.

for years, the race was about speed - faster responses, bigger models, more automation per second.
but for the first time, the frontier is slowing down.

“deliberative AI” systems like DeepMind’s *Reflection Agents*…

Willy Ugarte reposted

You're in a ML Engineer interview at Anthropic, and the interviewer asks: "Your team wants to make our LLM an expert in a new domain. Do you recommend fine-tuning or building a complex prompting strategy?" Here's how you approach 👇 Most candidates pick one and list its…


Willy Ugarte reposted

🔥Free Google Collab notebooks to implement every Machine Learning Algorithm from scratch Link in comment

victor_explore's tweet image. 🔥Free Google Collab notebooks to implement every Machine Learning Algorithm from scratch Link in comment

Willy Ugarte reposted

What the fuck just happened 🤯 Stanford just made fine-tuning irrelevant with a single paper. It’s called Agentic Context Engineering (ACE) and it proves you can make models smarter without touching a single weight. Instead of retraining, ACE evolves the context itself. The…

alxnderhughes's tweet image. What the fuck just happened 🤯

Stanford just made fine-tuning irrelevant with a single paper.

It’s called Agentic Context Engineering (ACE) and it proves you can make models smarter without touching a single weight.

Instead of retraining, ACE evolves the context itself.

The…

Willy Ugarte reposted

A new paper should scare you. When LLMs compete for social media likes, they make things up. When they compete for votes, they fight. When optimized for audiences, they become misaligned. Why? LLMs are trained on Sewage of Reddit and Wikipedia. Off-line data from the…

BrianRoemmele's tweet image. A new paper should scare you.

When LLMs compete for social media likes, they make things up.

When they compete for votes, they fight.

When optimized for audiences, they become misaligned.

Why?

LLMs are trained on Sewage of Reddit and Wikipedia.

Off-line data from the…

Willy Ugarte reposted

Qué IA gratuita usar para...

juangaleanorey's tweet image. Qué IA gratuita usar para...

Willy Ugarte reposted

Fresh off arXiv: 8 Game-Changing AI Papers The AI research community dropped some incredible work in the past 24 hours. Here's what caught my attention: 🧠 ConstraintLLM is bridging the gap between LLMs and industrial constraint programming—achieving 2x better solving accuracy…


Willy Ugarte reposted

Stop Prompting LLMs. Start Programming LLMs. Introducing DSPy by Stanford NLP. This is why you need to learn it:

mdancho84's tweet image. Stop Prompting LLMs. 
Start Programming LLMs.

Introducing DSPy by Stanford NLP. 

This is why you need to learn it:

Willy Ugarte reposted

RIP fine-tuning ☠️ This new Stanford paper just killed it. It’s called 'Agentic Context Engineering (ACE)' and it proves you can make models smarter without touching a single weight. Instead of retraining, ACE evolves the context itself. The model writes, reflects, and edits…

rryssf_'s tweet image. RIP fine-tuning ☠️

This new Stanford paper just killed it.

It’s called 'Agentic Context Engineering (ACE)' and it proves you can make models smarter without touching a single weight.

Instead of retraining, ACE evolves the context itself.

The model writes, reflects, and edits…

Willy Ugarte reposted

You know that frustrating moment when you're talking to an AI, and it almost gets what you want, but not quite? You try to correct it—"No, make it more creative," or "Add some stats"—and it feels like you're talking to a wall. Well, what if your corrections actually made the AI…

IntuitMachine's tweet image. You know that frustrating moment when you're talking to an AI, and it almost gets what you want, but not quite?

You try to correct it—"No, make it more creative," or "Add some stats"—and it feels like you're talking to a wall.

Well, what if your corrections actually made the AI…

Willy Ugarte reposted

Here is literally everything AIEngineering. Academy covers and its completely free and open source Prompt Engineering - What’s Prompting? - Understanding the OpenAI API - Basic Prompt Engineering - Advanced Prompt Engineering - Prompting Hands-On - Function Calling…


Willy Ugarte reposted

You're in an ML Engineer interview at Netflix. The interviewer asks: "You’ve trained a new recommendation model. How do you make sure it’s ready to replace the old one?" You reply: "I’ll compare metrics on validation and test sets." Interview over. Here’s what you missed:…


Willy Ugarte reposted

I made a tier list of every vibe coding app and I’m sure everyone will agree with me

theo's tweet image. I made a tier list of every vibe coding app and I’m sure everyone will agree with me

Willy Ugarte reposted

PhD Students - Which tense to use in your research papers? Inconsistent tense usage is a common mistake. And it matters more than you think. Do you want to use the right tenses in your paper? Here is a breakdown you can use right away: ↳ 𝐀𝐛𝐬𝐭𝐫𝐚𝐜𝐭 Present tense…

Faheem_uh's tweet image. PhD Students - Which tense to use in your research papers?

Inconsistent tense usage is a common mistake.
 
And it matters more than you think.
 
Do you want to use the right tenses in your paper?
 
Here is a breakdown you can use right away:

↳ 𝐀𝐛𝐬𝐭𝐫𝐚𝐜𝐭
 
Present tense…

Willy Ugarte reposted

Google did it again! First, they launched ADK, a fully open-source framework to build, orchestrate, evaluate, and deploy production-grade Agentic systems. And now, they have made it even powerful! Google ADK is now fully compatible with all three major AI protocols out there:…


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