Jig

Owner-Automator @ Roman Circus
- 100M views & 100K subs in 60 days via Automated Media Pipeline #1

Prev CPO/Cofounder @ ($18.5M Series A)

[ComfyUI @ComfyUI]

Bro just keeps cooking! 🔥

[a16z @a16z]

World Labs CEO Dr. Fei-Fei Li: "The world is not made of words."

"Language models have given machines an extraordinary command of concepts, vocabulary, and reasoning, but the physical world, virtual or real, runs on a different substrate."

"Where language models learn the statistical structure of text, world models learn the statistical structure of space and time: how light falls on a surface, how a garden looks from an angle no camera has captured, how objects respond to force and follow the laws of physics."

"Language gave machines a way to talk about that world. World models are how machines will finally come to understand, imagine, reason and interact with it."

Full piece: https://t.co/C9qOJg5wuc

[Sudo su @sudoingX]

this is the part of the open-source push i actually love.

google dropped a 12b clanker that eats text, image, video and audio natively, no separate encoders, apache 2.0, 256k context. at bf16 it's ~24gb, lands on a single 3090.

they say it nears their own 26b moe at under half the memory. bold claim. the real question is whether a 12b can take qwen 3.6 27b dense, the current king on my bench on single 24gb vram tier. so i'm running it. receipts incoming soon anon.

[sayphur @sayphur]

Nintendo DS Lite
Blender 3D

[Elon Musk @elonmusk]

SpaceX has almost finished writing V1.0 of an in-house AI training stack in C that exact-maps to 220k GB300s with 800G NICs, making heavy use of pipeline parallelism and getting as close to bare metal as possible.

The potential speed improvement vs JAX for large training runs is over an order of magnitude.

[Kirill @kirillk_web3]

> be Kimi Founder
> 32 years old
> peers are choosing corporate jobs
> you're building AI infrastructure from scratch
> China. no English press. no Western hype.
> raise $2B. hit $20B valuation. quietly.
> nobody outside China writes your name
> invent a new optimizer. 2x more efficient than the industry standard.
> build 300-agent parallel systems. 4,000 steps. 12 hours straight.
> open source. free. beats the models everyone pays $200/month for.
> one afternoon you sit down
> record 40 minutes
> give the entire playbook away for free
> the math. the architecture. the decisions.
> a week later Western developers find it
> "wait. this exists?"
> "wait. it's free?"
> "wait. it beats Claude?"
> you were already on the next version
> they were just catching up
> different game.

[Jig @jig_young]

@themopinomicon Yo this is a real thought I ask myself all the time

[Teknium 🪽 @Teknium]

Hermes Agent now comes packaged with Karpathy's LLM-Wiki for creating knowledgebases and research vaults with Obsidian!

In just a short bit of time Hermes created a large body of research work from studying the web, code, and our papers to create this knowledge base around all of Nous' projects.

Just `hermes update` and type

/llm-wiki <research x>

in a new message or session to begin :)

https://t.co/K2FIDTTljz

[Joestar @Joestar_sann]

so let me get this straight

all of ai twitter was telling people to buy a mac mini to run openclaw, which is literally just a framework, an orchestration layer that sends api requests to actual ai models. something you can run on a $5/month vps. which is exactly what i do btw

but when google drops gemma 4, an actual large language model that you can run and fine-tune locally on that same mac mini, with no api costs, no subscriptions, no third party dependencies, completely yours under apache 2.0

the ai community is silent

you were buying $800 hardware to run a wrapper but ignoring the actual ai model that would justify that hardware

this tells you everything you need to know about the average iq of ai twitter

[Ahmad @TheAhmadOsman]

DROP EVERYTHING

&gt; install Harbor
&gt; harbor pull unsloth/gemma-4-31B-it-GGUF:Q4_K_M
&gt; harbor up llamacpp searxng webui
&gt; open Open WebUI
&gt; load Gemma 4

Now your local model has a UI,
web search, and a sandboxed stack

[Rimsha Bhardwaj @heyrimsha]

🚨BREAKING: Block (Jack Dorsey's company) just open-sourced a local AI agent that goes way beyond code suggestions.

It's called Goose and it installs, executes, edits, and tests with any LLM fully on your machine.

100% Opensource.

[Sagar @code_sagar]

There goes 80% architect’s daily grind

[Jig @jig_young]

I stopped using x for a couple of weeks and so much has happened

[AVB @neural_avb]

This guy is BEYOND CRACKED.

Gemma 4 already on MLX, bro has uploaded all models with quantization. 125 models uploaded in last few hours 🤯

New mlx-vlm repo also supports turbo-quant, and rf-detr too (among other things)

If you are a mac dev, you better be jumping at this. Bookmark him, turn his notifications on, sponsor his work.

[0xSero @0xSero]

Do you have ?

RTX 3090, 4090, 5090
MacBook Pro 24-96 GB
DGX spark

Y’all are eating good today, new local SOTA just for you.

[Ejaaz @cryptopunk7213]

well thats fucking it - anthropic has officially replaced software engineers. claude is now a 24 hr autonomous coding agent.

claude can now operate your entire computer and CLAUDE CODE = end-to-end software engineering:

- claude writes the code for you
- then literally opens the app it coded
- clicks through the entire app and find bugs
- then fixes the bugs and improves the app

in hours.

previously claude generated code, you run it and give claude feedback.

thats completely gone now.

all in a continuous loop without leaving your terminal 😂

we're barely through monday. well done lol

[hardmaru @hardmaru]

My ideal timeline: Growing up in the 90s, discovering neural nets, scaling laws, and building an artificial consciousness.

[Charly Wargnier @DataChaz]

🚨 Google just wiped out the entire call center industry.

→ Their new voice API handles sub-second latency voice AI
→ Multi-lingual calls perfectly.
→ 90+ languages.
→ Replaces receptionists with a Python script.

Want to profit?

Do this:
#1 Target salons, clinics or similar
#2 Build an AI agent to handle FAQs & bookings
#3 Charge $1000/mo (Human receptionists cost $3k/mo).

The window closes in 6 months or less. Build it today 😏

[Nikita Bier @nikitabier]

If you’re seeing a bunch of Japanese posts, here are some fun facts:

Japan has more daily active users and more time spent on X than any other country in the world.

Over two thirds of the country is monthly active on X.

X in Japan has one of the highest penetration rates of any social network in history.

[phed @PhedEU]

did he really post all of this for free