Orioleando

Building AI workflows for real work. Writing about agents, knowledge bases and the messy path from idea to useful system.

[Orioleando @orioleando]

Esta es la pagina:
https://t.co/L4iqlsrEtJ

[Orioleando @orioleando]

Después de unos meses experimentando con IA, he lanzado una primera página de prueba.

La idea: ayudar a preparar conversaciones familiares difíciles, como testamentos y reparto de herencias, con un poco más de orden y menos improvisación.

Feedback bienvenido.

[Bill Ackman @BillAckman]

.@BernieSanders , it is a time to celebrate. @elonmusk has created enormous value for society by building @SpaceX, driving down the cost of rocket launches and creating a global satellite communication network that has brought high speed, low-cost internet and communication access to hundreds of millions and eventually billions of people along with critical advantages for our military and our nation’s defense.

SpaceX and its technologies will cause an acceleration in the growth of wages and wealth creation globally, including in some of the poorest communities in the U.S. and around the world.

Access to low-cost, high speed communications everywhere will allow children around the world to be educated, families to build businesses, and life-saving medical knowledge and care to be available everywhere.

SpaceX will materially bring down the cost of compute, advancing AI and humanity.

Meanwhile, 4,000 SpaceX employees yesterday became millionaires, including hourly wage employees who you claim you are trying to help.

The Elon Musks of the world drive growth, global GDP, and provide access to goods and services at lower cost that would otherwise not exist.

Elon’s nominal trillionaire status is due to his ownership of SpaceX, Tesla, Neuralink, the Boring Company and his other initiatives that have brought new technologies that improve our everyday lives.

Elon is not sitting on a trillion dollar pile of cash, jewelry and gold. He is using his controlling stakes in his companies to advance mankind. Elon’s companies don’t pay dividends. They reinvest all of their capital to accelerate innovation and value creation.

Elon is working 24/7 for all of us. He deserves respect and appreciation, not smears.

Bernie, your socialism would never allow a SpaceX to be built. Socialism has only proven to impoverish mankind and lead to death and destruction.

We need to create the conditions for more SpaceXs to be built, not attack the great entrepreneurs who are helping to advance our country.

[Rеvеn @RevenRV]

ESTAMOS VIVIENDO HISTORIA DEL DEPORTE. ESTO ES UNA COMPLETA LOCURA, ESTAMOS PRESENCIANDO EL DESCENSO A LA DEMENCIA DE FLORENTINO PÉREZ EN PRIME TIME.

[Orioleando @orioleando]

6/

I'll be sharing each piece: the knowledge base, the agents, what's working, what isn't, over the next few posts.

Building one of these for yourself? DMs are open.

[Orioleando @orioleando]

I've never posted much on here.

But I wanted to share how the last 3 months have changed how I work more than ever.

So I built 2 systems: a personal knowledge base that retrieves my thinking in secs, and AI agents that draft from it.

Externalize first. Decide second.

[Orioleando @orioleando]

5/

The leverage of AI for senior operators isn't about replacing what we do.

It's about removing the friction between thinking and acting.

The compounding here is bigger than I expected. Month 3 doesn't look like month 1.

[Andrej Karpathy @karpathy]

This is the the quote I've been citing a lot recently.

[Mike Bird @Birdyword]

I know this is a popular topic but I'm the age James Gandolfini was when the pilot was filmed (35) and I don't know anyone who looks that old. Of hundreds of friends and acquaintances. Even the smokers, heavy drinkers, bad dieters. Not even close. Was it air pollution? Lead?

[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.

[Orioleando @orioleando]

@elvissun @karpathy Hi Elvis, great to follow you. I’m exploring knowledge bases—how do you keep them updated day to day?

In digitalization, we depend on a few core IT experts with 20+ years of knowledge. How would you capture it?

Transcripts in a vault? Links to videos/docs? Use LLMs to index?

[Naval @naval]

Vibe coding is more addictive than any video game ever made (if you know what you want to build).

[Ted Zhang @TedHZhang]

Jensen Huang on the The 3 inflection points of AI in the last 3 years

[Noah @NoahKingJr]

Claude Code watching me attempt to modify the code it just generated for me

[Za @ZaStocks]

Why haven’t we seen billions poured into curing diseases and advancing healthcare research with AI?

It feels like we’re spending an enormous amount of time and energy building AI to generate slop videos and chatbots when the biggest AI breakthroughs will likely come in medicine.

Some of the biggest winners and investments over the next decade will likely be in genomics and healthcare. It’s still a very untapped market.

Even if AI doesn’t completely cure cancer there are countless diseases that could realistically be cured or dramatically improved with even a fraction of the capital and resources we’re currently seeing poured into consumer AI.

We need some big money to step up in this regard.

[Orioleando @orioleando]

@infinitack_ presi, en uns dies vaig a Dubai, que recomanes fora de lo habitual: burj khalifa, souks, dubai mall, visita abu dhabi...?? gràcies!