JoReBal
348 posts

JoReBal
@JoReBall
From time to time the clouds give rest to the moon-beholders - Matsuo Bashō
Katılım Mayıs 2024
299 Takip Edilen11 Takipçiler



Holy crap!
@unclebobmartin I was just watching the Agentic Discipline videos and gave acceptance tests a try with Rails and cucumber. I've never written anything like that before - it was before my time, but I foresee a comeback happening!
I think this might *currently* be the only safe way to work fast with agents. Everything else I've done turned into instant slop, but this seems like it could work.
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JoReBal retweetledi

The production of Christopher Nolan received permission for 15 days of filming in Greece with a budget of 16 million euros. The Greek state gave them 6 million as a subsidy from the money of Greek taxpayers, who were never informed about the cast of the film or the distortion of the most important work in our history.
The issue here is not that they received money. We Greeks would gladly have given all 16 million for Nolan to shoot a faithful Odyssey. But it should have been a film that properly represents us Greeks, Hellenism and stays true to the values and writings of Homer. Not so we Greeks could pay for a Black Helen and Clytemnestra, a Batman-like Agamemnon, a trans Achilles or Elpenor (a woman playing a male role), a Black Athena, and a script based on the worst possible "translation" that exists.
In short, Nolan disrespected all Greeks, while the Greek people are now officially in the crosshairs of racism and the falsification of their history and culture. Woke Hollywood must die.


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@CAgovernor How much fraud we allowing this year?
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JoReBal retweetledi

@IsabellaAn67 LOL learning curve. They have been doing the Balikatan exercises for like 35 years (since 1991). So, they have yet to learn anything?
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@karpathy @nikitabier can you make us see again the posts of people we follow? That was the case before the recent updates. I see more posts of people I don't follow now!
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Fireside chat at Sequoia Ascent 2026 from a ~week ago. Some highlights:
The first theme I tried to push on is that LLMs are about a lot more than just speeding up what existed before (e.g. coding). Three examples of new horizons:
1. menugen: an app that can be fully engulfed by LLMs, with no classical code needed: input an image, output an image and an LLM can natively do the thing.
2. install .md skills instead of install .sh scripts. Why create a complex Software 1.0 bash script for e.g. installing a piece of software if you can write the installation out in words and say "just show this to your LLM". The LLM is an advanced interpreter of English and can intelligently target installation to your setup, debug everything inline, etc.
3. LLM knowledge bases as an example of something that was *impossible* with classical code because it's computation over unstructured data (knowledge) from arbitrary sources and in arbitrary formats, including simply text articles etc.
I pushed on these because in every new paradigm change, the obvious things are always in the realm of speeding up or somehow improving what existed, but here we have examples of functionality that either suddenly perhaps shouldn't even exist (1,2), or was fundamentally not possible before (3).
The second (ongoing) theme is trying to explain the pattern of jaggedness in LLMs. How it can be true that a single artifact will simultaneously 1) coherently refactor a 100,000-line code base *and* 2) tell you to walk to the car wash to wash your car. I previously wrote about the source of this as having to do with verifiability of a domain, here I expand on this as having to also do with economics because revenue/TAM dictates what the frontier labs choose to package into training data distributions during RL. You're either in the data distribution (on the rails of the RL circuits) and flying or you're off-roading in the jungle with a machete, in relative terms. Still not 100% satisfied with this, but it's an ongoing struggle to build an accurate model of LLM capabilities if you wish to practically take advantage of their power while avoiding their pitfalls, which brings me to...
Last theme is the agent-native economy. The decomposition of products and services into sensors, actuators and logic (split up across all of 1.0/2.0/3.0 computing paradigms), how we can make information maximally legible to LLMs, some words on the quickly emerging agentic engineering and its skill set, related hiring practices, etc., possibly even hints/dreams of fully neural computing handling the vast majority of computation with some help from (classical) CPU coprocessors.
Stephanie Zhan@stephzhan
@karpathy and I are back! At @sequoia AI Ascent 2026. And a lot has changed. Last year, he coined “vibe coding”. This year, he’s never felt more behind as a programmer. The big shift: vibe coding raised the floor. Agentic engineering raises the ceiling. We talk about what it means to build seriously in the agent era. Not just moving faster. Building new things, with new tools, while preserving the parts that still require human taste, judgment, and understanding.
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Weekly Release - VLLM STUDIO
- 11,000 line of code reduction
- New agent backend using Pi
- Agent tab is now T3Code
- Fixed tons of stability issues with inference router
Still full of bugs, but by next release this will be usable, I will force myself to use it till I prefer it to anything else.

0xSero@0xSero
Local AI is about to be competitive. I will do everything in my power to make it better than Claude desktop/claude code by end of year.
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@Ihunanya_chi I wouldn’t put any year at all as that’s problematic. Study by experts say Jesus was born in 4 BC. So, that’s already plus 4 years to now. Nobody knows the day and hour of his coming. Just be prepared.
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@Ihunanya_chi He operates in His own timeline... and he won't tell us that but just bits of hints. If you get the drift...
Adam to Abraham = ~2,000 Years
Abraham to Jesus = ~2,000 Years
Jesus to now = oh wait... it's almost ~2,000 Years???
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@MasterMaliq A Living God... who does not reside in temples or shrines made by human hands.
"God who made the world and all things in it, being Lord of heaven and earth, does not live in temples made by hands" - Acts 17:24.
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@Avaviel @UnderSecE It’s not known. It’s an abberation by a drug-addict led government, much like the Biden admin was an abberation of everything american.
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@JoReBall @UnderSecE More like it’s known that in the Philippines they are willing to turn over their own citizens to international courts.
This way, even if there is a change in government, that won’t be allowed to happen with American citizens.
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We are working with the Philippines to build a FORWARD DEPLOYED INDUSTRIAL BASE in Luzon — a peaceful platform designed to secure vital supply-chain inputs for American and aligned companies, built with a strong sovereign partner, iterated on as we learn.
Statecraft, at its best, is a product. American products don’t just compete. They enchant and delight. That is the edge this country has. And it’s the foundation of the State Department’s economic statecraft strategy.
Four thousand acres. Roughly one-third the size of Manhattan — the equivalent of everything from Times Square south to the very tip of the island. A hub for industrial cooperation, shared growth and economic security. It is the first of its kind. We are doing new things because we are in new times! 🇺🇸 🇵🇭
state.gov/releases/offic…
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