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AI Briefing — Saturday, July 11, 2026

What mattered in AI on Saturday, July 11, 2026 — curated from 15+ sources.

Top stories

10 stories
hn · LLMs

Mesh LLM: distributed AI computing on iroh

hn · LLMs

Stop Telling Me to Ask an LLM

hn · General

Nvidia, CoreWeave, and Nebius: Inside the Circular Financing of the GPU Boom

hn · LLMs

Show HN: Orbit – AR satellite tracker, watch 15k+ objects

Hey HN! I made Orbit, an iOS app that allows you to see the satellites, planets, and constellations above you in AR, on a 2D map, and on a 3D globe. The app includes more than 15,000 objects tracked…

hn · General

Show HN: Reame – a CPU inference server that gets faster as it runs

tc · General

OpenAI bets on families as ChatGPT goes deeper into households

ChatGPT is hiring a dedicated product manager to build experiences for families, caregivers, and older adults, according to a job posting.

tc · General

Meta removes controversial AI feature on Instagram after backlash

"Our intent was to provide a useful creative tool and to give people control over whether their public content could be referenced in this way," the company said in a blog post. "We've heard the feedback that this featu…

tc · General

Apple sues OpenAI over alleged trade secret theft

Apple alleges the misconduct was directed by OpenAI's senior leadership, including a longtime former employee.

tc · General

Open source AI matters more than ever, according to Hugging Face’s Clem Delangue

Open source AI is booming, according to Hugging Face CEO Clem Delangue. The company has grown into something like a GitHub for AI in recent years, where AI builders can share and download open models and datasets, now u…

tc · General

SK Hynix raises $26.5B in the biggest foreign IPO in US history, is urged to build new US fabs

The AI chip boom just produced its biggest Wall Street moment yet. Now SK Hynix and Samsung are being asked to build U.S. factories.

Deep dives worth reading

hf · General

Profiling in PyTorch (Part 3): Attention is all you profile

hf · General

Data for Agents

hf · General

Native-speed vLLM transformers modeling backend

hf · General

From Hugging Face to Amazon SageMaker Studio in one click

hf · General

Hugging Face Models on Foundry Managed Compute

Research paper of the day

arxiv · Research

Wat3R: Underwater 3D Geometry Learning without Annotations

Estimating 3D geometry in underwater environments presents unique challenges due to light attenuation, scattering, and the absence of large-scale, high-quality 3D annotations. Pioneering methods rely on massive dense an…

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