abstract_datum's profile picture. Just data stuff all day

Abstract Data

@abstract_datum

Just data stuff all day

Abstract Data 님이 재게시함

terminal-based SSH connection manager with search and edit features

tom_doerr's tweet image. terminal-based SSH connection manager with search and edit features

Abstract Data 님이 재게시함

Meta just did the unthinkable. They figured out how to train AI agents without rewards, human demos, or supervision and it actually works better than both. It’s called 'Early Experience', and it quietly kills the two biggest pain points in agent training: → Human…

Yesterday_work_'s tweet image. Meta just did the unthinkable.

They figured out how to train AI agents without rewards, human demos, or supervision and it actually works better than both.

It’s called 'Early Experience', and it quietly kills the two biggest pain points in agent training:

→ Human…

Abstract Data 님이 재게시함

spec-driven workflow for AI coding assistants, no API keys needed

tom_doerr's tweet image. spec-driven workflow for AI coding assistants, no API keys needed

Abstract Data 님이 재게시함

For those that think this is hype: no it's not. I invented a little training/eval set last night. Model score is about 50% with my own optimized prompt. GEPA takes that to 70% with auto="light" optimization. I imagine this can go to 90% with heavy optimization. Insane…

casper_hansen_'s tweet image. For those that think this is hype: no it's not.

I invented a little training/eval set last night. Model score is about 50% with my own optimized prompt.

GEPA takes that to 70% with auto="light" optimization. I imagine this can go to 90% with heavy optimization.

Insane…

Abstract Data 님이 재게시함

One of the awesome features of the SuperSplat Editor is that it can render high quality videos of your 3D Gaussian Splats. #PlayCanvas #OpenSource


Abstract Data 님이 재게시함

Spatial representations are central to world models🌍 SuperDec is an extremely compact 3D scene representation (replacing millions of Gaussians with just a few hundred primitives) ideal for abstract reasoning and planning in 3D ➡️super-dec.github.io ✨Oral @ICCVConference

Are photorealistic representations all we need? In SuperDec, we turn millions of points into compact and modular abstractions made of just a few superquadrics!🧩 Try our code and get a compact representation of your favorite scene!🚀 👾: github.com/elisabettafede…



Abstract Data 님이 재게시함

BREAKING: OpenAI to partner with OpenAI to help fund OpenAI. OpenAI up 90%.


Abstract Data 님이 재게시함

🎨 GOLDEN AGE GRIT 🎨 Prompt : [SUBJECT] depicted in the Golden Age Grit style, with a grainy texture, simple lines, and a limited color palette. Focus on dynamic action and dramatic poses using [COLOR1] and [COLOR2] as primary colors. Check ALTS

LudovicCreator's tweet image. 🎨 GOLDEN AGE GRIT 🎨

Prompt  :

[SUBJECT] depicted in the Golden Age Grit style, with a grainy texture, simple lines, and a limited color palette. Focus on dynamic action and dramatic poses using [COLOR1] and [COLOR2] as primary colors.

Check ALTS
LudovicCreator's tweet image. 🎨 GOLDEN AGE GRIT 🎨

Prompt  :

[SUBJECT] depicted in the Golden Age Grit style, with a grainy texture, simple lines, and a limited color palette. Focus on dynamic action and dramatic poses using [COLOR1] and [COLOR2] as primary colors.

Check ALTS
LudovicCreator's tweet image. 🎨 GOLDEN AGE GRIT 🎨

Prompt  :

[SUBJECT] depicted in the Golden Age Grit style, with a grainy texture, simple lines, and a limited color palette. Focus on dynamic action and dramatic poses using [COLOR1] and [COLOR2] as primary colors.

Check ALTS
LudovicCreator's tweet image. 🎨 GOLDEN AGE GRIT 🎨

Prompt  :

[SUBJECT] depicted in the Golden Age Grit style, with a grainy texture, simple lines, and a limited color palette. Focus on dynamic action and dramatic poses using [COLOR1] and [COLOR2] as primary colors.

Check ALTS

Abstract Data 님이 재게시함

> smol chinese ai lab > trained on 200x less data than deepseek v3.2 > 2.1x faster when loading context > 2.3x faster generating tokens > 99% same accuracy they’re speedrunning ai race fr!

🤔Loving the new DeepSeek-V3.2? 🔥Remember the first sparse-native models! ✨ InfLLM‑V2: Seamless Long‑Context Adaptation Paper: arxiv.org/abs/2509.24663 1️⃣ Ultra‑fast adaptation: only 5B long‑text tokens to train sparse attention (vs. ~1T in DSA from DeepSeek-V3.2) 2️⃣…

OpenBMB's tweet image. 🤔Loving the new DeepSeek-V3.2? 
🔥Remember the first sparse-native models! 

✨ InfLLM‑V2: Seamless Long‑Context Adaptation  
Paper: arxiv.org/abs/2509.24663

1️⃣ Ultra‑fast adaptation: only 5B long‑text tokens to train sparse attention (vs. ~1T in DSA from DeepSeek-V3.2)
2️⃣…


Abstract Data 님이 재게시함

Happy to finally release v.0.11 of MFLUX with Qwen Image support! uv tool install --upgrade mflux Simply swap `schnell` or `dev` for `qwen`: mflux-generate --model qwen --prompt "..." --steps 20 and the model will begin to download github.com/filipstrand/mf… #MLX #Qwen #GenAI


Abstract Data 님이 재게시함

Lost in stories and splashes. Prompt: { "A highly detailed, surreal digital illustration of a man front-facing, drawn with expressive black line art emphasizing the intricate texture of hair, neck, and shirt. The background features faded, sepia-toned vintage newspaper pages…

ChillaiKalan__'s tweet image. Lost in stories and splashes.

Prompt:

{
   "A highly detailed, surreal digital illustration of a man front-facing, drawn with expressive black line art emphasizing the intricate texture of hair, neck, and shirt. The background features faded, sepia-toned vintage newspaper pages…
ChillaiKalan__'s tweet image. Lost in stories and splashes.

Prompt:

{
   "A highly detailed, surreal digital illustration of a man front-facing, drawn with expressive black line art emphasizing the intricate texture of hair, neck, and shirt. The background features faded, sepia-toned vintage newspaper pages…
ChillaiKalan__'s tweet image. Lost in stories and splashes.

Prompt:

{
   "A highly detailed, surreal digital illustration of a man front-facing, drawn with expressive black line art emphasizing the intricate texture of hair, neck, and shirt. The background features faded, sepia-toned vintage newspaper pages…
ChillaiKalan__'s tweet image. Lost in stories and splashes.

Prompt:

{
   "A highly detailed, surreal digital illustration of a man front-facing, drawn with expressive black line art emphasizing the intricate texture of hair, neck, and shirt. The background features faded, sepia-toned vintage newspaper pages…

Abstract Data 님이 재게시함

Kid-drawn Movie Posters by Seedream edit on @BasedLabsAI ✏️🎨 Prompt👇🏻

TechieBySA's tweet image. Kid-drawn Movie Posters by Seedream edit on @BasedLabsAI ✏️🎨

Prompt👇🏻

Abstract Data 님이 재게시함

🔊 Google’s Gemini 2.5 Native Audio Thinking hits 92% on Big Bench Audio, the leading speech to speech reasoning. 👏 It trades speed for quality at 3.87 s to first audio, while the version without thinking is 0.63 s and fastest overall. Big Bench Audio has 1,000 spoken…

rohanpaul_ai's tweet image. 🔊 Google’s Gemini 2.5 Native Audio Thinking hits 92% on Big Bench Audio, the leading speech to speech reasoning. 👏

It trades speed for quality at 3.87 s to first audio, while the version without thinking is 0.63 s and fastest overall.

Big Bench Audio has 1,000 spoken…

Google’s Gemini 2.5 Native Audio Thinking is the new leading Speech to Speech model per our Artificial Analysis Big Bench Audio benchmark The new model achieves a score of 92% on Big Bench Audio, the highest result recorded by Artificial Analysis to date. This not only places it…

ArtificialAnlys's tweet image. Google’s Gemini 2.5 Native Audio Thinking is the new leading Speech to Speech model per our Artificial Analysis Big Bench Audio benchmark

The new model achieves a score of 92% on Big Bench Audio, the highest result recorded by Artificial Analysis to date. This not only places it…


Abstract Data 님이 재게시함

Prompt: A group of friends having lemonade under a big oak tree on a sunny afternoon, laughter captured mid-moment. The table is covered with mismatched cups, and a gentle breeze rustles the leaves. Rendered in colored ink illustration style with light linework, playful details,…

BeanieBlossom's tweet image. Prompt: A group of friends having lemonade under a big oak tree on a sunny afternoon, laughter captured mid-moment. The table is covered with mismatched cups, and a gentle breeze rustles the leaves. Rendered in colored ink illustration style with light linework, playful details,…

Abstract Data 님이 재게시함

Moondream doesn’t just see the game, it understands it. “Who’s winning?” “Fallen player?” “Player with the ball?” “Main sponsor?”. It spots them all in a single frame. Smart. Fast. Free → moondream.ai.


Abstract Data 님이 재게시함

runs multiple AI agents in parallel, they share updates and refine each other's work until reaching consensus

tom_doerr's tweet image. runs multiple AI agents in parallel, they share updates and refine each other's work until reaching consensus

Abstract Data 님이 재게시함

Try this Oil painting and Watercolor Look Use Gemini ai 🌸 Prompt 👇🏻 A very beautiful and joyful young Asian woman in a dynamic pose, laughing with her black hair blowing in the wind. She is wearing a white jacket over a pink t-shirt and blue cargo pants. Behind her, scraps…

ShreyaYadav___'s tweet image. Try this Oil painting and Watercolor Look

Use Gemini ai 🌸 

Prompt 👇🏻

A very beautiful and joyful young Asian woman in a dynamic pose, laughing with her black hair blowing in the wind. She is wearing a white jacket over a pink t-shirt and blue cargo pants. Behind her, scraps…

Abstract Data 님이 재게시함

Let your robot peek around corners, size up the gap between chairs, and know exactly where everything sits. 🤖 Our new work SR-3D masters this kind of spatial reasoning. It learns from multiple views to understand distances, layouts, and how objects relate in 3D space.


Abstract Data 님이 재게시함

I made a RL policy that guesses where a picture was taken without GPS data It continuously learns, updating its weights with every use in realtime -- over the weekend it improved 13.9% with <100 images Best of all, it does this without ever storing any image data, link below

made an app that guesses where you are in the world with just a picture using image embeddings trained on street view data first time using swiftui, consumer apps in general, TestFlight below



Abstract Data 님이 재게시함

Visions – a series of procedural data paintings in perpetual flux. 30th October on ⛵️@OpenSea Get ready to misremember.


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