𝕸̷a̷𝚛⃥t̵𝚒⃒ɳ̷

open minded

[𝕸̷a̷𝚛⃥t̵𝚒⃒ɳ̷ @midin]

Could be an epic sunset tonight
https://t.co/wnrKnDdWec

[Yinghao Xu @YinghaoXu1]

📦 LingBot-Map is fully open-sourced — paper, code, models.

🔗 Project page: https://t.co/AGsve72ZWq
💻 Code: https://t.co/g9wtVElilA
📄 Paper: https://t.co/3CzniJ0ynt
🤗 HuggingFace: https://t.co/Jl71BsW4vz

[Avid @Av1dlive]

https://t.co/L1Ps6Jq3su

[Sebastian Raschka @rasbt]

https://t.co/HH23b6VZ6O

[𝕸̷a̷𝚛⃥t̵𝚒⃒ɳ̷ @midin]

@LucasHogie OPUS

[Thariq @trq212]

https://t.co/nKTDfC7zMm

[Andrej Karpathy @karpathy]

It is hard to communicate how much programming has changed due to AI in the last 2 months: not gradually and over time in the "progress as usual" way, but specifically this last December. There are a number of asterisks but imo coding agents basically didn’t work before December and basically work since - the models have significantly higher quality, long-term coherence and tenacity and they can power through large and long tasks, well past enough that it is extremely disruptive to the default programming workflow.

Just to give an example, over the weekend I was building a local video analysis dashboard for the cameras of my home so I wrote: “Here is the local IP and username/password of my DGX Spark. Log in, set up ssh keys, set up vLLM, download and bench Qwen3-VL, set up a server endpoint to inference videos, a basic web ui dashboard, test everything, set it up with systemd, record memory notes for yourself and write up a markdown report for me”. The agent went off for ~30 minutes, ran into multiple issues, researched solutions online, resolved them one by one, wrote the code, tested it, debugged it, set up the services, and came back with the report and it was just done. I didn’t touch anything. All of this could easily have been a weekend project just 3 months ago but today it’s something you kick off and forget about for 30 minutes.

As a result, programming is becoming unrecognizable. You’re not typing computer code into an editor like the way things were since computers were invented, that era is over. You're spinning up AI agents, giving them tasks *in English* and managing and reviewing their work in parallel. The biggest prize is in figuring out how you can keep ascending the layers of abstraction to set up long-running orchestrator Claws with all of the right tools, memory and instructions that productively manage multiple parallel Code instances for you. The leverage achievable via top tier "agentic engineering" feels very high right now.

It’s not perfect, it needs high-level direction, judgement, taste, oversight, iteration and hints and ideas. It works a lot better in some scenarios than others (e.g. especially for tasks that are well-specified and where you can verify/test functionality). The key is to build intuition to decompose the task just right to hand off the parts that work and help out around the edges. But imo, this is nowhere near "business as usual" time in software.

[𝕸̷a̷𝚛⃥t̵𝚒⃒ɳ̷ @midin]

Amazing

[Tencent Hy @TencentHunyuan]

HunyuanWorld-Voyager is here and fully open-source! The world’s first ultra-long-range world model with native 3D reconstruction, redefining AI-driven spatial intelligence for VR, gaming, and simulations.

✅Direct 3D Output: Exports point cloud videos to 3D formats without tools like COLMAP, enabling instant 3D application use.

✅Innovative 3D Memory: Introduces a scalable world caching mechanism, ensuring geometric consistency across any camera trajectory.

✅Top-Ranked Performance: #1 on Stanford’s WorldScore, excelling in video generation and 3D reconstruction benchmarks.(https://t.co/BtikvNzz6z)

Built on HunyuanWorld 1.0, Voyager blends video generation with 3D modeling, delivering camera-controlled, high-fidelity RGB-D sequences. Control scenes via keyboard or joystick for unmatched 3D consistency.

Explore now:
🌐Project Page: https://t.co/bbFzdTXUdU
🔗GitHub:https://t.co/WWebyVJkxb
🤗HuggingFace:https://t.co/N6Unqc4spS
📝Technical Details: https://t.co/BxO55rxhOr

[𝕸̷a̷𝚛⃥t̵𝚒⃒ɳ̷ @midin]

@charliermarsh LGTM 🤙😂

[𝕸̷a̷𝚛⃥t̵𝚒⃒ɳ̷ @midin]

https://t.co/IsnFJoIHpX

[𝕸̷a̷𝚛⃥t̵𝚒⃒ɳ̷ @midin]

Tsunami Live Stream - Maui Southshore / Channel
⬇️Link in Thread below
#tsunami #livestream

[Quentin Anthony @QuentinAnthon15]

The very first task I usually give new pretraining people is to run a tiny transformer, profile it, and understand it deeply.

I wrote up a small tutorial covering this exact workflow. I talk about how to measure GPU perf, how to estimate tensor core speedup, etc.

Take a look:

[Thomas Wolf @Thom_Wolf]

Thrilled to finally share what we've been working on for months at @huggingface 🤝@pollenrobotics

Our first robot: Reachy Mini

A dream come true: cute and low priced, hackable yet easy to use, powered by open-source and the infinite community.

Tiny price, small size, huge possibilities. A robot built to code, learn, share with AI builders of all ages, all around the globe, using the latest vision, speech and text AI model. A first robot for today's and tomorrow's AI builders.

Read more and order now at https://t.co/UpjRipw5tP

First deliveries expected right after the summer.

[ℏεsam @Hesamation]

some guy at Mastercard prompt injected a job posting and just days later it tricked somebody’s ai 😂

[Lucas Beyer (bl16) @giffmana]

@Daeron0x @__kolesnikov__ @XiaohuaZhai yes, it was a brilliant move, gotta give him that.

[William Makis @MakisMedicine]

@elonmusk @grok Hey @Grok, Ivermectin, Fenbendazole and Mebendazole successfully treat a wide variety of cancers and there are thousands of testimonials posted here on X.

You should analyze them instead of pretending they don't exist while regurgitating propaganda from "mainstream medicine".

[𝕸̷a̷𝚛⃥t̵𝚒⃒ɳ̷ @midin]

@altryne Hydrofoil wing surfer catches an insane Jaws wave and drops the wing to ride it prone on the foil