#AIOS
One of the most common AIR 5400 questions we’ve been seeing is regarding AIO compatibility.

Considering the case is built around AIOs, we put together an Explorer article that helps you determine if your AIO will work for this case.

📚: https://cor.sr/Explorer-AIR-5400-AIO-Compat
November 12, 2025 at 5:45 PM
We compared the DA and BA of AI Overviews against the top 10 organic results and found that AIO links have lower BA 🧐 — perhaps because AIOs aren't keeping up with the latest algorithm updates (like the HCU).

See what else we found: https://bit.ly/4nKSXJe
From SGE to AIO & AI-organized: AI on the SERPs in 2025
Armed with data-backed research, Sr. Search Scientist Tom Capper breaks down the evolution of AI on the SERPs and the state of AI Overviews today.
bit.ly
November 12, 2025 at 4:49 PM
Windows Central より

Forget Microsoft's unpopular agentic AI OS plans, Windows Aero makes a comeback in new 'Windows 26' concept — but with a futuristic twist and a consistent dark theme
マイクロソフトの不人気なAIOS計画を忘れ、Windows Aeroは新しい「Windows 26」コンセプトで再登場 - しかし、未来的なツイストと一貫した暗いテーマで
Windows 26 concept blends nostalgia with futuristic style | Windows Central Windows 26コンセプトは懐かしさと未来的なスタイルを融合 | Windows Central
A fan concept imagines Windows 26 with Aero’s glassy nostalgia, upgraded for a dark, futuristic look.
www.windowscentral.com
November 12, 2025 at 3:46 PM
Goedemorgen 🙂 Blij met de fijne reacties gisteren op de nieuwe voorstelling. 🙏🏻🍀🍀 Vandaag spelen voor AIOS LUMC. #Verslaving #MotiverendeGespreksvoering Mooie dag lieve mensen met, als kan, 🍀🍀 en stay safe. 🙏🏻💙
November 12, 2025 at 7:03 AM
Single-word queries activate AIOs only 9.5% of the time, whereas queries with seven or more words trigger them 46.4%. This correlation indicates that Google primarily uses AIOs for complex informational searches. www.searchenginejournal.com/google-ai-ov... @jamesudl.bsky.social
Google AI Overviews Appear On 21% Of Searches: New Data
New Ahrefs analysis shows where AI Overviews show up in Google: more often on questions and longer queries, less on time-sensitive news and local searches.
www.searchenginejournal.com
November 12, 2025 at 12:08 AM
Also, 'medical' leads the most impacted categories list. @lilyray.nyc and others have flagged many cases of AIOs hallucinations in the past months, but apparently Google trust them enough to let them cannibalize the arguably most delicate topic possible.
November 11, 2025 at 4:39 PM
New research from @ahrefs.bsky.social
AIOs are stealing non-branded, informational, long queries.
Creating this type of content to capture long-tail searches is becoming increasingly pointless.
#SEO #ContentMarketing
ahrefs.com/blog/ai-over...
What Triggers AI Overviews? 86 Factors and 146 Million SERPs Analyzed
We analyzed 146 million SERPs to see how often AI Overviews appeared for 86 different keyword traits, from YMYL to CPC to query length.
ahrefs.com
November 11, 2025 at 4:35 PM
AiOS Dispatch 14: Raining Tokens.

I cover Cursor and Composer 1, Claude Code & Web, Codex, and Polaris Alpha. Give it a read!

aiosdispatch.com
AiOS Dispatch - Latest Issue
Read the latest AiOS Dispatch newsletter with iOS development news, AI integration, and cutting-edge technologies.
aiosdispatch.com
November 8, 2025 at 9:29 PM
Google has a sweetheart deal w/ Reddit, using it as training for AIOs & AI mode bc user generated content is a shortcut for authenticity/avoid spammy SEO. (Used to be a shortcut, now Reddit is v. infested with bots, so bots training on bots just makes it bots all the way down 🐢.) source: I’m an SEO
November 7, 2025 at 11:00 PM
their hot-off-the-press research found that 37% of aio's answers on personal finance are misleading, missing key info, or flat-out wrong

more than a one-third error rate in money topics is wild!

hello, ymyl?

here's where the college investor found aios struggle the most:
November 7, 2025 at 9:00 PM
Sundar Pichai about how AIOs, AI Mode, & traditional search could work together for users in the future. i.e. Will the system choose which model or results are shown?

"You can expect Google to make things simpler in the future. Like we did for Universal Search in the past..."
Alphabet 2025 Q3 Earnings Call
YouTube video by Alphabet Investor Relations
www.youtube.com
November 6, 2025 at 6:06 PM
the evolution and correlation (or not) in AI mentions across AI search platforms (starting with ChatGPT, AI Mode & AIOs, more coming).

This is the data from September which will be updated soon to compare with the October one (and I'll be updating monthly after that).

….
tripadvisor.com
November 6, 2025 at 1:00 PM
aios-tools 0.0.1 (Alpha)

OpenAGI: Package for AI Agent Creation

Unknown author
🏠Homepage

🧑‍💻Repository

🔗Tools Docs
November 6, 2025 at 4:00 AM
aios-tool 0.0.1 (Alpha)

OpenAGI: Package for AI Agent Creation

Unknown author
🏠Homepage

🧑‍💻Repository

🔗Tools Docs
November 6, 2025 at 3:00 AM
aios-test 0.0.5

aios package

Author: wang.xiao@intellif.com
November 6, 2025 at 12:00 AM
...still these guys. But! BUT! They have armor now. and I drew another thing in between that helped solidify Kathion's design with details.
AND I am drawing a halloween piece i wanted to draw since last year.
So really, this is progress.
November 5, 2025 at 4:46 PM
Almost forgot to tell you guys, new AIO has arrived! Side note AIOs are a lot bigger in person compared to seeing them on video lol
November 5, 2025 at 3:53 PM
aios-sdk 0.1.10

Author: Ginkoe
November 5, 2025 at 4:00 AM
And People Inc. shared info about the impact of AIOs on Google traffic: "The erosion of referral traffic as a result of Google AIOs continued. Currently, 24% of traffic comes via Google search, down from 60% at the time it announced its merger in 2021, while AIO penetration steadily increased."
November 4, 2025 at 5:08 PM
aios-py 0.1.1

Author: Ginkoe
November 4, 2025 at 12:00 PM
aios-part-uploader 0.0.20

aios part uploader

Author: shawn_wg
🏠Homepage
November 4, 2025 at 2:00 AM
Interesting Google patent I came across published 5/8/25. Btw whatever happened to Google Perspectives? I think AI Mode and AIOs ran it out of town :) I have not analyzed this patent heavily but it talks about gathering 'independent content' and then providing a feed
ppubs.uspto.gov/api/pdf/down...
November 3, 2025 at 6:15 PM
So many aios.....
November 3, 2025 at 3:15 PM
I look up AIOs that might fit in my case and the majority of the cheaper ones have RGB. And also two fans, which isn't ideal
November 2, 2025 at 6:55 PM