AI Pulse by Inblix

AI Research

Cutting-edge AI research papers, breakthroughs, and academic developments.

587 articles

They Trained a Text-to-Image Model From Scratch in 24 Hours for $1,500 — Inblix summary
Research

They Trained a Text-to-Image Model From Scratch in 24 Hours for $1,500

Hugging Face Blog · Mar 3, 2026 · 2 min read

A team just demonstrated you don't need a war chest of millions to build a competitive image generator. In a 24-hour sp...

Transformers 4.49 quietly fixes the mess that made MoE models a deployment nightmare — Inblix summary
Research

Transformers 4.49 quietly fixes the mess that made MoE models a deployment nightmare

Hugging Face Blog · Feb 26, 2026 · 2 min read

The dirty secret of Mixture of Experts models has been deployment. For the past year, while everyone celebrated models...

Hugging Face and Unsloth Are Giving Away Free GPU Hours to Fine-Tune Your Own AI — Inblix summary
Research

Hugging Face and Unsloth Are Giving Away Free GPU Hours to Fine-Tune Your Own AI

Hugging Face Blog · Feb 20, 2026 · 2 min read

The barrier to training your own customized AI model just collapsed. Hugging Face and Unsloth are teaming up to effecti...

llama.cpp creator Georgi Gerganov joins Hugging Face to keep local AI's engine running — Inblix summary
Research

llama.cpp creator Georgi Gerganov joins Hugging Face to keep local AI's engine running

Hugging Face Blog · Feb 20, 2026 · 2 min read

The world’s most critical piece of local AI plumbing just got a much more stable future. Georgi Gerganov, the creator o...

IBM finds enterprise AI agents 'declare victory' without checking their work — Inblix summary
Research

IBM finds enterprise AI agents 'declare victory' without checking their work

Hugging Face Blog · Feb 18, 2026 · 2 min read

Most AI benchmarks answer one question: did the agent fail? IBM Research and UC Berkeley argue that’s a uselessly black...

Gradio's gr.HTML ends React dependency hell for AI app builders — Inblix summary
Research

Gradio's gr.HTML ends React dependency hell for AI app builders

Hugging Face Blog · Feb 18, 2026 · 2 min read

The Gradio team just shipped a genuinely useful update with their new `gr.HTML` component, and it's the kind of thing t...

Hugging Face Taught Claude and Codex to Write Production CUDA Kernels — Inblix summary
Research

Hugging Face Taught Claude and Codex to Write Production CUDA Kernels

Hugging Face Blog · Feb 13, 2026 · 2 min read

Writing fast CUDA kernels is a dark art. It's not just about knowing C++ — it's about wrangling GPU memory hierarchies,...

Meta and Hugging Face’s OpenEnv proves AI agents still can’t handle a simple calendar — Inblix summary
Research

Meta and Hugging Face’s OpenEnv proves AI agents still can’t handle a simple calendar

Hugging Face Blog · Feb 12, 2026 · 2 min read

Meta and Hugging Face have released OpenEnv, an open-source framework that hooks AI agents up to real-world tools inste...

Transformers.js v4 hits npm: WebGPU comes to Node.js with 4x faster models — Inblix summary
Research

Transformers.js v4 hits npm: WebGPU comes to Node.js with 4x faster models

Hugging Face Blog · Feb 9, 2026 · 2 min read

Xenova dropped Transformers.js v4 on npm today, and this isn't a minor polish job. It's a full-blown architectural over...

ServiceNow open-sources SyGra Studio to drag-and-drop your way to synthetic data — Inblix summary
Research

ServiceNow open-sources SyGra Studio to drag-and-drop your way to synthetic data

Hugging Face Blog · Feb 5, 2026 · 2 min read

Generating high-quality synthetic data typically means staring at YAML files and praying your indentation is correct. S...

Hugging Face kills black-box leaderboards with decentralized evals — Inblix summary
Research

Hugging Face kills black-box leaderboards with decentralized evals

Hugging Face Blog · Feb 4, 2026 · 2 min read

Hugging Face just took a swing at one of AI’s dirtiest open secrets: benchmark scores you can’t trust. The platform ann...

H Company's Holo2 nails 78.5% on tough UI benchmark by looking twice — Inblix summary
Research

H Company's Holo2 nails 78.5% on tough UI benchmark by looking twice

Hugging Face Blog · Feb 3, 2026 · 2 min read

H Company just dropped a preview of its largest UI localization model yet, and the numbers are worth paying attention t...

China's open-source AI ecosystem just outgrew DeepSeek: 113,000 Qwen derivatives now eclipse Meta — Inblix summary
Research

China's open-source AI ecosystem just outgrew DeepSeek: 113,000 Qwen derivatives now eclipse Meta

Hugging Face Blog · Feb 3, 2026 · 2 min read

The global open-source AI map is being redrawn, and the center of gravity has decisively shifted. In the months since t...

PRX-1.2B Training Logbook Reveals the Real Tricks That Speed Up Image Models — Inblix summary
Research

PRX-1.2B Training Logbook Reveals the Real Tricks That Speed Up Image Models

Hugging Face Blog · Feb 3, 2026 · 2 min read

The team behind the open-source PRX text-to-image model has published a detailed logbook of their training experiments,...

Daggr turns messy AI pipelines into visual, debuggable code—not drag-and-drop — Inblix summary
Research

Daggr turns messy AI pipelines into visual, debuggable code—not drag-and-drop

Hugging Face Blog · Jan 29, 2026 · 2 min read

Anyone who's stitched together a multi-step AI workflow knows the special hell of debugging it. A call fails at step 5,...

Claude taught open models to write GPU kernels, but most flunked the test — Inblix summary
Research

Claude taught open models to write GPU kernels, but most flunked the test

Hugging Face Blog · Jan 28, 2026 · 2 min read

Here's a truth the 'democratize AI' crowd doesn't like to admit: giving a smaller model a cheat sheet written by a geni...

MoE, Tiny Models, and Domestic Chips: China's Open-Source AI Playbook After DeepSeek — Inblix summary
Research

MoE, Tiny Models, and Domestic Chips: China's Open-Source AI Playbook After DeepSeek

Hugging Face Blog · Jan 27, 2026 · 2 min read

The open-source flood that followed DeepSeek's breakthrough in January 2025 wasn't just about bigger models. It forced...

54 Arabic AI models fail basic Emirati dialect test, new 1,173-question benchmark reveals — Inblix summary
Research

54 Arabic AI models fail basic Emirati dialect test, new 1,173-question benchmark reveals

Hugging Face Blog · Jan 27, 2026 · 2 min read

If you've ever tried speaking to an AI in a language that isn't textbook-perfect, you know the pain. A new benchmark ca...

GPT-OSS training blew up until LinkedIn engineers fixed a sneaky MoE routing bug — Inblix summary
Research

GPT-OSS training blew up until LinkedIn engineers fixed a sneaky MoE routing bug

Hugging Face Blog · Jan 27, 2026 · 2 min read

LinkedIn's push to build AI agents that handle multi-step recruiting and learning tasks hit a wall when GPT-OSS models...

Industrial AI's Blind Spot: Why 'Lone Wolf' Agents Fail 150 Real-World Tests — Inblix summary
Research

Industrial AI's Blind Spot: Why 'Lone Wolf' Agents Fail 150 Real-World Tests

Hugging Face Blog · Jan 21, 2026 · 2 min read

Most AI benchmarks are like driving tests in an empty parking lot—they tell you nothing about rush hour in a snowstorm....

DeepSeek's R1 ignited an organic open-source ecosystem in China that's now shifting competition from models to systems — Inblix summary
Research

DeepSeek's R1 ignited an organic open-source ecosystem in China that's now shifting competition from models to systems

Hugging Face Blog · Jan 20, 2026 · 2 min read

A year after DeepSeek dropped its R1 model, the ripple effects in China's AI industry are undeniable. Before R1, the sc...

Microsoft Drops DIFF Transformer V2, Fixing the 100x Instability That Sank V1 — Inblix summary
Research

Microsoft Drops DIFF Transformer V2, Fixing the 100x Instability That Sank V1

Hugging Face Blog · Jan 20, 2026 · 2 min read

Microsoft’s research team has released DIFF Transformer V2, a clean-sheet redesign of their differential attention arch...

Overworld's Waypoint-1 streams AI gameplay at 60 FPS on a single 5090 — Inblix summary
Research

Overworld's Waypoint-1 streams AI gameplay at 60 FPS on a single 5090

Hugging Face Blog · Jan 20, 2026 · 2 min read

The gulf between AI world models that produce slick demo reels and those you can actually interact with has been vast....

The chatbot era is dead: Open Responses aims to fix the agent mess — Inblix summary
Research

The chatbot era is dead: Open Responses aims to fix the agent mess

Hugging Face Blog · Jan 15, 2026 · 2 min read

The Chat Completion API is a zombie. It's still shuffling around as the de facto standard for AI inference, but it was...