Angel Munoz

I love life, technology, health and eco-conscious lifestyle. #Productivity #Crossfit #OnlineMarketing #seo #socialmedia & #wiseinventions are my delight.

[Angel Munoz @digitalstoik]

New Zyte add-ons: Agent Skills, Codex, GitHub and more updates https://t.co/g8WWM7TIgl via @zytedata

[Angel Munoz @digitalstoik]

@benedictk__ Zurich Im in

[Angel Munoz @digitalstoik]

Yet the average software engineer is still defending his expertise of code reviewing a couple of files while codex just finished refactoring 2k of them fully tested, functional, secure, performant and 3 times adversirally reviewed…. Times are getting interesting

[Andrej Karpathy @karpathy]

Judging by my tl there is a growing gap in understanding of AI capability.

The first issue I think is around recency and tier of use. I think a lot of people tried the free tier of ChatGPT somewhere last year and allowed it to inform their views on AI a little too much. This is a group of reactions laughing at various quirks of the models, hallucinations, etc. Yes I also saw the viral videos of OpenAI's Advanced Voice mode fumbling simple queries like "should I drive or walk to the carwash". The thing is that these free and old/deprecated models don't reflect the capability in the latest round of state of the art agentic models of this year, especially OpenAI Codex and Claude Code.

But that brings me to the second issue. Even if people paid $200/month to use the state of the art models, a lot of the capabilities are relatively "peaky" in highly technical areas. Typical queries around search, writing, advice, etc. are *not* the domain that has made the most noticeable and dramatic strides in capability. Partly, this is due to the technical details of reinforcement learning and its use of verifiable rewards. But partly, it's also because these use cases are not sufficiently prioritized by the companies in their hillclimbing because they don't lead to as much $$$ value. The goldmines are elsewhere, and the focus comes along.

So that brings me to the second group of people, who *both* 1) pay for and use the state of the art frontier agentic models (OpenAI Codex / Claude Code) and 2) do so professionally in technical domains like programming, math and research. This group of people is subject to the highest amount of "AI Psychosis" because the recent improvements in these domains as of this year have been nothing short of staggering. When you hand a computer terminal to one of these models, you can now watch them melt programming problems that you'd normally expect to take days/weeks of work. It's this second group of people that assigns a much greater gravity to the capabilities, their slope, and various cyber-related repercussions.

TLDR the people in these two groups are speaking past each other. It really is simultaneously the case that OpenAI's free and I think slightly orphaned (?) "Advanced Voice Mode" will fumble the dumbest questions in your Instagram's reels and *at the same time*, OpenAI's highest-tier and paid Codex model will go off for 1 hour to coherently restructure an entire code base, or find and exploit vulnerabilities in computer systems. This part really works and has made dramatic strides because 2 properties: 1) these domains offer explicit reward functions that are verifiable meaning they are easily amenable to reinforcement learning training (e.g. unit tests passed yes or no, in contrast to writing, which is much harder to explicitly judge), but also 2) they are a lot more valuable in b2b settings, meaning that the biggest fraction of the team is focused on improving them. So here we are.

[Angel Munoz @digitalstoik]

@steipete @iamlukasniessen @rasbt You are just on another dimension 🖖

[Angel Munoz @digitalstoik]

Just got my ticket for Vercel Ship AI 2025 - claim yours!

https://t.co/cj17GB54yu

[Angel Munoz @digitalstoik]

@wockstarboy @DefiWimar 8GfMMvTorSf91NgABZ5DsmnztFjja7NxPLHou5weoY2A

[Angel Munoz @digitalstoik]

@DefiWimar 8GfMMvTorSf91NgABZ5DsmnztFjja7NxPLHou5weoY2A

[Angel Munoz @digitalstoik]

Verifying my Twitter account for my #GalxeID gid:aFPs7jwtHLAr4upKwyBbG6 @Galxe

[PLRL by Verasity @verasitytech]

ICYMI: Verasity ( $VRA ) is now live on @bitvavocom! 🎉

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[Bitvavo @bitvavocom]

New listing - Verasity ✅

You can now find $VRA on Bitvavo

Start trading it ➡️ https://t.co/OavPzpJY2G

[Angel Munoz @digitalstoik]

@FacelessChems VID

[Angel Munoz @digitalstoik]

@Zephyr_hg Auto

[Angel Munoz @digitalstoik]

@tech_Ai_Rah Earn

[Angel Munoz @digitalstoik]

@willia_mbrown YES

[Angel Munoz @digitalstoik]

@premkumar1125 YT

[Angel Munoz @digitalstoik]

@iam_chonchol YouTube

[Angel Munoz @digitalstoik]

@willia_mbrown YES

[Angel Munoz @digitalstoik]

@FarheenPar41 IDEAS

[Angel Munoz @digitalstoik]

@ricyoutube VIRAL