1. Muse Spark Open (research.meta.ai)

Muse Spark Open is the most capable US open-weight model to date, and brings leading agentic capabilities to your desktop on Apple M5 Ultra Mac Studios.

2. Neural Networks Are Already Clean (already-clean.goodfire.com)

A working hypothesis about neurons, generalization, and the ecology of circuits.

The article presents a hypothesis linking neuron behavior to generalization and circuit ecology, shedding light on how neural networks function in a more environmentally friendly manner. It offers insights into the intersection of biology and technology in AI development.

5. Jev Meets the Trolley Problem (zachlandes.com)

I asked Jev and 13 other decision models the Trolley Problem.

The article compares Jev and 13 other decision-making models’ responses to the ethical dilemma known as the Trolley Problem, shedding light on how different algorithms approach moral choices. It offers insights into the intersection of ethics and artificial intelligence.

6. Israeli firm's digital ads enabling installation of 'zero-click' spyware (www.theguardian.com)

Discover-Tech’s Controlium software lets clients mass-profile internet users then covertly hack targets, say researchers at University of Toronto

Researchers from the University of Toronto reveal that Discover-Tech’s Controlium software allows clients to secretly profile and hack internet users without their knowledge. This raises significant concerns about privacy and cybersecurity in the digital advertising landscape.

7. Zero-Click Spyware Delivered via Targeted Ads: AdFection (citizenlab.ca)

This is the first-ever public confirmation of zero-click mercenary spyware delivered via targeted ads. We call the technique AdFection, and show how it was used to infect devices at Al Jazeera with Candiru’s spyware. We also uncover Discover-Tech, and show how the company helps mercenary surveillance vendors track and hack devices around the world.

A new technique called AdFection has been identified as a method for delivering zero-click spyware through targeted advertisements, marking a significant development in mercenary surveillance tactics. The report reveals how this method was employed to infect Al Jazeera’s devices with Candiru’s spyware and sheds light on the role of Discover-Tech in facilitating these attacks.

8. Someone on Torrent Sites Kept Fucking with My Sonarr (thereallo.dev)

PLEASE stop putting skid malware on torrent sites as South Park episodes

A user is frustrated over finding malware disguised as South Park episodes on torrent sites, specifically affecting their Sonarr setup. The post highlights the ongoing issue of malicious files being shared in torrent communities.

11. Wanted to download an ISO, ended up writing a kernel exploit (blog.dfb.sh)

My TP-Link EAP770 v1 corrupts downloads over Wi-Fi and TP-Link EOL'd it before I unboxed it. The fix is two zeros in sysfs. TP-Link's shell won't let me write them, so I wrote a kernel exploit for my own fucking access point.

A developer stumbled upon a serious bug affecting multiple drivers, which works correctly on x86 but causes data corruption on ARM and other architectures. They’re seeking advice on how to handle these drivers and the implications for kernel development.

12. Catch a Bird – I made it for my own sanity (catchabird.com)

A bird is waiting for you. Catch it and read what made a stranger happy today.

A simple bird-catching game offers a glimpse into the small joys that can brighten someone’s day. Discover the uplifting story behind its creation and the happiness it brings.

13. Krea 3 – Frontier Image Model 4× faster than Nano Banana Pro (www.krea.ai)

Krea 3 is a new image editing model built for production. It keeps your product intact and is priced for volume.

Krea 3 is designed for high-volume image editing while maintaining product integrity, making it a practical solution for businesses seeking efficiency. Its performance is significantly faster than the previous Nano Banana Pro model, enhancing productivity in production environments.

14. Steam Client Is Now Faster Than Epic's New Vibe Coded Launcher (respawnfirst.com)

Epic Games "vibe coded" Launcher V2 to beat Steam with a 5.47s boot time. Valve quietly responded with a client update that dropped Steam startup speeds to 5.23s.

Valve has improved Steam’s startup speed to 5.23 seconds, edging out Epic Games’ new launcher, which boasts a 5.47-second boot time. The competition between these two platforms highlights the ongoing race for efficiency in game client performance.

15. Show HN: Unfenced – Land for sale that borders public land (unfenced.land)

13,626 properties measured against USGS PAD-US, from 695,439 active listings across 49 regions. Every claim is measured from parcel boundaries.

A new platform offers a curated list of over 13,000 properties for sale that border public land, providing a unique opportunity for buyers seeking proximity to nature. Each listing is meticulously measured against official land data for accuracy.

16. Celebrating 70 Years of Fortran (fortran-lang.org)

Fortran : High-performance parallel programming language

Fortran has been a key player in high-performance computing for 70 years, particularly in parallel programming. Discover how this language has evolved and its ongoing relevance in the tech landscape.

17. Libreboot 26.10 "Ominous Olive" released with UEFI, Chromebook support (libreboot.org)

Libreboot – Libreboot 26.10 “Ominous Olive” released! With full UEFI support.

Libreboot 26.10 introduces full UEFI support and extends compatibility to Chromebooks, enhancing its functionality for users seeking open-source firmware solutions. This update is significant for those looking to improve the security and performance of their devices.

18. LFM2.5-24B-A2B: Built for Fast On-Device Agents (www.liquid.ai)

LFM2.5-24B-A2B: an open-weight 24B reasoning model with 2B active parameters, built for fast, private on-device agents. Beats Qwen3.6-35B-A3B on LiveClaw.

LFM2.5-24B-A2B is a new open-weight reasoning model designed for efficient performance on devices, featuring 2 billion active parameters. It surpasses the capabilities of the Qwen3.6-35B-A3B model in a competitive benchmark, indicating significant advancements in on-device AI processing.

20. Why We're Banning AI (www.currentaffairs.org)

We urgently need to protect human thought and creativity. Our magazine is committing itself to remaining handmade. Ensure every publication you support does the same.

A magazine is taking a stand against AI by committing to handmade content, emphasizing the importance of preserving human creativity in publishing. Readers will find insights on the value of human touch in media and the implications of AI in creative fields.

22. I designed a nose guard for my dog and gave it away. Now 500 dogs wear one (snoutcover.com)

How a nose guard I made for my pitbull Billie became SnoutCover, one year and 500 dogs later.

A nose guard originally created for a pitbull has transformed into SnoutCover, now protecting the noses of 500 dogs. Discover the journey behind this innovative pet accessory and its impact on canine care.

23. An Israeli firm is sending zero-click spyware through online ads (www.theverge.com)

Researchers recommend using an ad blocker.

An Israeli company has developed spyware that can be delivered through online advertisements without any user interaction. Experts are advising users to protect themselves by utilizing ad blockers to mitigate this new threat.

24. Simons Foundation Launches $15M Effort to Help Mathematicians Navigate AI Era (www.simonsfoundation.org)

The Simons Foundation today announced a new set of initiatives that will help the mathematics community navigate the rapid rise of artificial intelligence in the field. Under a partnership…

The Simons Foundation is investing $15 million in initiatives aimed at supporting mathematicians as they adapt to the increasing influence of artificial intelligence in their work. This effort includes partnerships designed to address the challenges and opportunities presented by AI in mathematics.

25. Using AI to reverse engineer hardware (blogs.gnome.org)

After my mother passed away I ended up with a big box full of old film negatives containing photos from childhood family trips and similar. So I decided to buy a negative photo scanner and found that the Plustek 8200i was supported under Linux so I bought that. Only to discover that the chipset in...

A personal journey leads to the discovery of challenges in scanning old film negatives with Linux-compatible hardware. The author recounts their experience with the Plustek 8200i scanner, highlighting the complexities of hardware compatibility and chipset issues.

30. Show HN: Flipflop, iroh-powered persistent tunnels for filesharing (github.com)

filesharing for the meatspace era. Contribute to andunieee/flipflop development by creating an account on GitHub.

Flipflop aims to simplify file sharing between devices by creating persistent tunnels that stay connected with trusted contacts. The project addresses frustrations with existing tools while focusing on speed and reliability using the Slint framework.

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