243 Signals being tracked, here are the top 3:
Site: 3signals - X: @3signalsai
June 28, 2026
Share: X
240 lower-ranked signals are on the wiki today. Open the full signal list
3 new signals we're tracking
1. Gemini Omni advances multimodal editing by transforming photos, video, and audio into new scenes
ai-products - release, business - May 26, 2026
What changed? Gemini Omni is a major leap in world understanding & multimodal editing! It can take photos, video & audio and build entirely new scenes.
Article: Gemini Omni advances multimodal editing by transforming photos, video, and audio into new scenes
demis-hassabis - source
Source context: Gemini Omni advances multimodal editing by transforming photos, video, and audio into new scenes. Evidence: Gemini Omni is a major leap in world understanding & multimodal editing! It can take photos, video & audio and build entirely new scenes.
Excerpt: Gemini Omni is a major leap in world understanding & multimodal editing! It can take photos, video & audio and build entirely new scenes.
Why is this signal important? This matters because Gemini Omni advances multimodal editing by transforming photos, video, and audio into new scenes.
2. CRUX introduces open-world evaluations to test AI in real-world settings, revealing both capabilities and risks
evaluations - research, safety, production - June 26, 2026
What changed? We also introduce CRUX, a collaboration of 17 researchers from academia, government, civil society, and industry that will regularly evaluate frontier AI capabilities through open-world evaluations. In our first experiment, an AI agent built and published an iOS app to the App Store, making just two errors, one of which required manual intervention.
arvind-narayanan - source
Source context: CRUX introduces open-world evaluations to test AI in real-world settings, revealing both capabilities and risks. Evidence: We also introduce CRUX, a collaboration of 17 researchers from academia, government, civil society, and industry that will regularly evaluate frontier AI capabilities through open-world evaluations. In our first experiment, an AI agent built and published an iOS app to the App Store, making just two errors, one of which required manual intervention.
Excerpt: We plan to release new open-world evaluations regularly. In our first CRUX experiment, we tasked an AI agent with developing and publishing a simple iOS app to the App Store.
Why is this signal important? This matters because CRUX tests agents on real App Store work, not toy benchmarks.
3. NVIDIA unveils Rubin Platform and Alpamayo models to advance AI in autonomous driving and computing
model-releases, ai-products, inference-infrastructure - release, production, business - June 26, 2026
What changed? NVIDIA Rubin Platform, Open Models, Autonomous Driving: NVIDIA Presents Blueprint for the Future at CES NVIDIA founder and CEO Jensen Huang took the stage at the Fontainebleau Las Vegas to open CES 2026, declaring that AI is scaling into every domain and every device. “Computing has been fundamentally reshaped as a result of accelerated computing, as a result of artificial intelligence,” Huang said.
Article: NVIDIA unveils Rubin Platform and Alpamayo models to advance AI in autonomous driving and computing
jensen-huang - source
Source context: NVIDIA unveils Rubin Platform and Alpamayo models to advance AI in autonomous driving and computing. Evidence: NVIDIA Rubin Platform, Open Models, Autonomous Driving: NVIDIA Presents Blueprint for the Future at CES NVIDIA founder and CEO Jensen Huang took the stage at the Fontainebleau Las Vegas to open CES 2026, declaring that AI is scaling into every domain and every device. “Computing has been fundamentally reshaped as a result of accelerated computing, as a result of artificial intelligence,” Huang said.
Excerpt: NVIDIA Rubin Platform, Open Models, Autonomous Driving: NVIDIA Presents Blueprint for the Future at CES NVIDIA founder and CEO Jensen Huang took the stage at the Fontainebleau Las Vegas to open CES 2026, declaring that AI is scaling into every domain and every device. [excerpt shortened]
Why is this signal important? This matters because new NVIDIA platforms show how AI infrastructure is moving into vehicles and physical devices.
Vibe Check — what the community is buzzing about
Sourced from public engagement on Reddit, Hacker News, and GitHub over the last 30 days — not from our tracked authors. Loud, not (yet) authoritative.
1. I built a Things 3 CLI for agents and automation
Reddit · 1 discussions
Article: I built a Things 3 CLI for agents and automation
Reddit - source
Source context: I built a Things 3 CLI for agents and automation
Excerpt: I built a Things 3 CLI for agents and automation
Why is this signal important? This matters because public community momentum can reveal what builders are testing, questioning, or adopting before it becomes an authoritative signal.
2. I built a local LLM agent CLI that makes a 9B model outperform a 30B — here’s why it works
Reddit · 1 discussions
Article: I built a local LLM agent CLI that makes a 9B model outperform a 30B — here’s why it works
Reddit - source
Source context: I built a local LLM agent CLI that makes a 9B model outperform a 30B — here’s why it works
Excerpt: I built a local LLM agent CLI that makes a 9B model outperform a 30B — here’s why it works
Why is this signal important? This matters because public community momentum can reveal what builders are testing, questioning, or adopting before it becomes an authoritative signal.
3. My company have tried giving Claude code to non technical people and things already broke
Reddit · 1 discussions
Article: My company have tried giving Claude code to non technical people and things already broke
Reddit - source
Source context: My company have tried giving Claude code to non technical people and things already broke
Excerpt: My company have tried giving Claude code to non technical people and things already broke
How we build this: methodology.
Why is this signal important? This matters because public community momentum can reveal what builders are testing, questioning, or adopting before it becomes an authoritative signal.
What's new with 3signals
Recent product improvements:
- *Vibe Check section* (2026-06-11): 3signals now has a Vibe Check section for surfacing community-validated momentum alongside the system's curated signal picks. Details
- *Interactive wiki graph view* (2026-05-18): The 3signals wiki now includes an Obsidian-style graph for exploring how signals connect to topics, concepts, authors, and source evidence. Details
- *Front-end and back-end split for faster site delivery* (2026-05-17): 3signals now serves the public website from Vercel while Railway keeps running the API, cron jobs, and content generation pipeline. Details
Staged future improvements:
- Fold reader feedback into presentation scoring so useful signals can be resurfaced with better timing.
- Expand archive analytics so opens, votes, site access, and X posts can be compared by issue.
- Continue tightening source QA for headline strength, evidence fit, and source freshness.