Los únicos trabajos que no va a poder reemplazar la IA y la robótica son aquellos con mayor conexión humana, no necesariamente porque estas tecnologías no puedan desempeñar esas funciones, sino porque sencillamente la gente prefiere interactuar con otros humanos.

Me encanta que la IA haya eliminado la barrera técnica porque ahora se ve que el verdadero filtro siempre fue la lógica, no el tech stack.

GLM-5.2 is Fully Open, Frontier Intelligence Belongs to Everyone Today, the sudden restriction of certain frontier models is deeply regrettable. At a time when access to frontier models is abruptly cut off for non-technical reasons, we are even more convinced of one thing: science should be global. The path to AGI (Artificial General Intelligence) must never be enclosed by high walls. We have always believed that AGI should be the cornerstone for all of humanity to collaboratively explore the boundaries of intelligence and solve complex challenges, rather than a privilege monopolized by a few rules and subject to revocation at any moment. In the face of external blockades and restrictions, our attitude is one of radical openness. Frontier intelligence must remain open-source, accessible, and buildable, serving every dedicated developer. GLM-5.2 is Zhipu's most capable open-source model to date. It not only supports a truly usable 1M context window but also maintains a continuous lead in the independent completion of long-horizon tasks, providing solid foundational support for building complex agent applications. It also continues to be our main engine for creating the strongest domestic coding model. Tonight at 5:21—at this special moment—GLM-5.2 will officially be available to all GLM Coding Plan users (including Lite / Pro / Max). The API will also go live next week. A step closer to frontier intelligence for everyone. The future of AI is open, and it is for the people. ModelKey: GLM-5.2

Curious about Web3 hack stats this year? Here is the data: January: 16 hacks, $86M lost February: 15 hacks, $26.5M March: 20 hacks, $52M April: 40 hacks, $647M May: 40 hacks, $81.7M June (so far): 11 hacks, $45M Total so far in 2026: 142 hacks, $938.2M lost

2026 is the year of hunting bug bounties with AI, zero doubt about this If I was a beginner security researcher I would consume all the up to date content & research about AI & cybersecurity and would've been bug hunting 24/7, to build out my experience & portfolio🫡

Future of work is moving to super specialists and strong generalists. Applied to web3 security if you’re average at auditing, your value is diminishing. If you’re world-class at a specific topic (e.g., AMMs), you’ll still be in high demand (arguably higher demand than before due to productivity gains with AI, which will amplify your specialty). If you’re an average researcher, then it’s time to double down on other skills like communication. 80% of the audit is finding bugs, but a big portion is how you communicate and lead with proactivity.

I made a personal black hole that makes you take breaks 🕳️ A shader for Ghostty that spawns a small black hole in your terminal - it drifts around, gravitationally lensing your text. The longer you work without stopping, the bigger it gets, until it's basically demanding you go touch grass Take a break and it quietly shrinks away

anthropic won't let you use fable for biology, chemistry, ai research, or anything that accelerates human progress. that makes it the perfect tool for developing blockchains

Everyone talks about AI finding more bugs. That’s not the hard part anymore. The hard part is what happens after. Can it be reproduced? What’s the actual impact? Was the researcher treated fairly? Did the protocol explain the decision? Bug discovery is scaling. Triage is not.

If these new models from Claude really live up to their promise for security research, then it’s a great day for the bug hunting ecosystem

Anthropic will inject prompts to sabotage your work if you use their models for ML/AI research and they won’t tell you when they do btw let that sink in

To achieve anything significantly big in life, you must be disgusted by mediocrity.

The key is to play long term

You only need 1 hour. 1 hour of building. 1 hour of writing. 1 hour of lifting. 1 hour of studying. 1 hour of any form of bettering yourself, because it quickly compounds. 1 hour feels like nothing until you look back 365 hours later and everything's changed.

Founders who keep building with no funding or support fear nothing.

Low-key what the zcash bug hunter did lol

Think of yourself as an LLM. Every social interaction, every meeting, burns your tokens. Unless someone is a paid subscriber to your attention, you are under no obligation to answer low-quality prompts.

These are the same protocols that reject your bug bounty report because it was written using AI btw

Every researcher I talk to reinforces the same insight, bug bounty's problem isn't technical, it's trust. Protocols hate spam, AI reports, and noise. SRs hate opaque duplicates, vague closures, and being unheard. Adding friction isn't the answer. Building trust systems is.

¿Cuántos hispanos hay activos en el bug bounty hunting? Es difícil no darse cuenta que la mayoría de los que participan son de EEUU, Europa o Sudeste asiático. Me gustaría ver más paisanos hispanos en el web3 security research, podemos trabajar en algo sumamente interesante.