Top stories
1. Google’s new Gemini 4 Argon is already hanging with Claude’s best on 3D game generation
A Reddit post claims Google’s newly released Gemini 4 Argon now matches Anthropic’s top Claude model at 3D game generation. The post offers no benchmark data, methodology or sourcing.
Source: Reddit r/singularity Top
2. Several vulnerabilities have been discovered in the Linux kernel
Several security vulnerabilities have been discovered in the Linux kernel, with details published by LWN. The disclosure drew widespread discussion in the tech community, and administrators are advised to follow official advisories and patch affected systems promptly.
Source: Hacker News Best
3. Court agrees with EFF: Utah’s VPN law demands a technical impossibility
A court sided with the EFF, holding that Utah’s law requiring VPN providers to block minors from adult content imposes a technical impossibility. The ruling curbs a state attempt to regulate online privacy tools.
Source: Hacker News Best
AI news
1. Apple will limit Mac disk access as AI agents ‘substantially’ increase risk
Apple is adding new limits to Mac’s full disk access in response to risks from AI agents. The company says new controls will ensure only users who truly want to grant an app such extraordinary access can do so.
Source: The Verge AI
2. Meta open sources code to let you make Muse AI gadgets
Meta has open sourced code that lets developers build their own gadgets running its new Muse AI agent. Suggested projects include displaying Muse reminders on a color E Ink screen or putting it on an HDMI stick for big-screen use.
Source: The Verge AI
3. OpenAI’s Dot agent is enterprise software that can also order your dinner
OpenAI has introduced Dots, a new agent platform pitched as enterprise workplace software that can also handle personal tasks like ordering dinner. Unlike Meta’s approachable Muse, Dots emphasizes work use cases, blending productivity with everyday convenience.
Source: The Verge AI
4. Amazon writes scary blog warning communities not to block data centers
Amazon is urging the public to support AI data center projects, warning that blocking them could cause irreparable harm to the US economy and national security. In a 3,000-word blog, AWS CEO Matt Garman pushed back on concerns about jobs, power demand and other impacts.
Source: The Verge AI
5. From the creator of Redis; run LLM locally with ds4
Salvatore Sanfilippo, creator of Redis, has released ds4 (dwarfstar.sh), a project for running large language models locally. The post drew attention on Hacker News with about 240 upvotes and 65 comments.
Source: Hacker News Frontpage
6. We’re cooked. This is the first model to pass the Video Turing Test. Half of people who talked to it thought it was a real human
A netizen claims a model is the first to pass the Video Turing Test, with about half of interlocutors believing it was human. The original post only had a title and link, omitting the model name, test details, and source, so the claim remains unverified.
Source: Reddit r/OpenAI Top
Community picks
1. DeepSeek Harness Desktop for macOS and Windows
DeepSeek has released Harness, a desktop application for macOS and Windows. The launch drew wide discussion on Hacker News, with 389 points and 210 comments. Further product details were not disclosed.
Source: Hacker News Best
2. GPT-6.1 sol (max) scores 100% in frontier math 4
According to the Epoch AI FrontierMath Tier 4 v2 leaderboard, a model listed as GPT-6.1 sol (max) reportedly scored 100%. The claim was shared on Reddit and has not been independently verified.
Source: Reddit r/singularity Top
3. OpenAI is now working directly with Lockheed Martin’s F-35 engineers to solve the math and physics behind advanced fighter-jet sensors
OpenAI is reportedly working directly with Lockheed Martin’s F-35 engineers to solve math and physics problems behind advanced fighter-jet sensors. The collaboration signals deeper AI industry involvement in defense and aerospace. Details and scope of the work remain unclear.
Source: Reddit r/singularity Top
4. Google introducing tiered model access
Google is introducing tiered access to its Gemini models, according to a support page. The change means different user tiers may receive different model capabilities. Specific details are outlined by Google.
Source: Reddit r/singularity Top
5. Epoch AI: AI chips shipped through 2027 can support 1.9 billion agents running simultaneously, enough to equal the working hours of the entire human population
Epoch AI estimates that AI chips shipped through 2027 could power 1.9 billion AI agents running simultaneously. Their combined working hours could match the entire human workforce, highlighting potential labor and economic disruption.
Source: Reddit r/singularity Top
6. New Architecture from Percepta: Spotlight — separating intelligence from memory, allowing knowledge and skills to grow without changing the model’s weights.
Percepta introduced Spotlight, a new architecture that replaces attention with unbounded memory whose access cost does not grow. Each token reads from and writes to memory, while the model indexes individual cells so each token touches only a small number. It aims to separate intelligence from memory, letting knowledge and skills grow without weight changes.
Source: Reddit r/singularity Top