Cassius Puodzius

Cybersecurity Engineer | AI for Security Systems | GenAI
Alumini @PoliUSP, PhD @Inria

Building (and breaking) intelligent systems

Doveryai, no proveryai.

[Cassius Puodzius @cpuodzius]

Long time no post 😅

To kick off 2026, I finally launched my website 🎉

👉 https://t.co/EVjAVJOKaP

Projects, professional work, and a blog on cybersecurity, AI, and research.

Planning to be more active here going forward 👋

[Cassius Puodzius @cpuodzius]

@Luigibarker7 @CazeTVOficial Tá tão bom de matemática quanto o menino Ney é de bola...

[Cassius Puodzius @cpuodzius]

@CazeTVOficial

[Cassius Puodzius @cpuodzius]

@mylaura_m

[Cassius Puodzius @cpuodzius]

@centralreality

[Cassius Puodzius @cpuodzius]

@QGdoPOP

[Cassius Puodzius @cpuodzius]

Eu não sei se é um título de paper ou um insulto 😝😅

[Cassius Puodzius @cpuodzius]

@_julianlevy @TheHackersNews @evilsocket I was thinking exactly the same

[Cassius Puodzius @cpuodzius]

@dfolloni @cline Esse novo modelo de ataque está vindo com tudo!

Escrevi um pouco sobre o que vi recentemente aqui: https://t.co/PE6aawIuwX

[Cassius Puodzius @cpuodzius]

The biggest shift in AI security isn’t the models.

It’s the architecture around them.

Agents now act like privileged users.
And we’re connecting them directly to sensitive systems…

That’s the new attack surface.

Wrote a deeper analysis here:
https://t.co/ifMJGcolAK

[Cassius Puodzius @cpuodzius]

New post (finally sharing it 😅):

Been thinking a lot about how we moved from basic AI principles to autonomous agents. Wrote a deep dive connecting the dots:

AI: From First Principles to Agents
https://t.co/O1ZjaeLdfi

[Cassius Puodzius @cpuodzius]

Isso é realmente capaz de mudar a maneira que trabalhamos... vejamos na prática se funciona

[Satya Nadella @satyanadella]

1. Coding agent: We are taking GitHub Copilot from being a pair programmer to peer programmer. You now have a full coding agent built right into GitHub. You can assign it issues – whether it’s bug fixes, new features, or ongoing code maintenance. And it will complete these tasks autonomously.

[Cassius Puodzius @cpuodzius]

Se a finalidade do bloqueio do Twitter era a censura, o que justifica o desbloqueio assim que as decisões judiciais foram cumpridas?

[Cassius Puodzius @cpuodzius]

@ernesto_lana @naomiseibt 1. When Eduardo Campos died in the crash, he had only 9% in the polls, against 38% of Rousseff and 23% of Aécio.
2. Moraes was nominated by Temer, who was Dilma's vice-president due to an electoral alliance and was responsible for orchestratrating Dilma's impeachment.

[Cassius Puodzius @cpuodzius]

@BrazilBrian I can understand that Musk may not be in favor of the decision. He has the right to complain, but he must follow the Justice’s decision.

What is the option otherwise? Musk only does what pleases him, despite the huge impact that he has on our society?

[Cassius Puodzius @cpuodzius]

@BrazilBrian If the discussion’s subject is the bans ordered by Alexandre de Moraes, that brought about the decision by Musk to close the Brazilian office and thus led to the suspension of X in Brazil.

[Mind The Sec @MindTheSec]

Palestrante confirmado! Cassius é Especialista em cybersecurity com foco em análise de malware e Doutor pelo Institut National de Recherche en Informatique et en Automatique (INRIA). Garanta seu ingresso para a edição histórica de 10 anos do Mind The Sec! https://t.co/Q1wGvwR0T5

[Binni Shah @binitamshah]

Implementing a ChatGPT-like LLM from scratch, step by step : https://t.co/uJM4C5mzED

[Cassius Puodzius @cpuodzius]

@segure_o_tchan Te mandei no pv