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DeepSeek launches vision AI and AMD alters CPU security.

18 Jun 2026
I found 10k GitHub repositories distributing Trojan malware

A security researcher discovered approximately 10,000 unique GitHub repositories distributing Trojan malware by identifying a shared underlying pattern among them. Despite having different names and contributors, an automated script was used to successfully flag the malicious repositories across the platform.

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Midjourney Medical

Midjourney Medical is developing a novel full-body ultrasound scanning system that uses a water spa and advanced computational imaging to screen for diseases without radiation. While the company claims the technology could significantly reduce mortality through early detection, medical professionals remain highly skeptical of the concept. Critics highlight physical limitations in imaging air-filled organs like the lungs, a lack of published scientific validation, and overly ambitious marketing claims that ignore the realities of clinical diagnostics.

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Hospitals and universities repurposing drugs at lower cost
Hospitals and universities repurposing drugs at lower cost

Hospitals and universities are significantly reducing drug development expenses by repurposing existing medications through late-stage clinical trials. This approach enables these institutions to fund new treatments at costs up to 90% lower than those of the traditional pharmaceutical industry.

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Ubiquiti: Enterprise NAS, Built on ZFS
Ubiquiti: Enterprise NAS, Built on ZFS

Ubiquiti has introduced ENAS, a new license-free enterprise NAS platform powered by the native ZFS file system. Designed for modern business infrastructure, it delivers scalable petabyte-class capacity, secure UniFi management, multi-site backups, and shared iSCSI storage.

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CS 6120: Advanced Compilers: The Self-Guided Online Course (2020)

Readers discussing the Advanced Compilers online course note that while trace compilation is conceptually interesting, it is largely impractical for general-purpose dynamic languages due to unpredictable control flow. They highlight the curriculum's focus on type feedback, deoptimization, and speculation as more universally applicable concepts for modern compiler design. However, they acknowledge that trace compilation remains highly effective in narrow, stable domains like numerical computing and machine learning frameworks where code behavior is highly predictable.

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Swiss parliament lifts ban on new nuclear power plants
Swiss parliament lifts ban on new nuclear power plants

The Swiss parliament has lifted its ban on the construction of new nuclear power plants. This major policy shift is one of numerous critical issues being addressed during the ongoing summer session of the Federal Parliament in Bern.

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W Social, public institutions and the theater of European digital sovereignty
W Social, public institutions and the theater of European digital sovereignty

Despite championing digital sovereignty and open-source software, European public institutions have recently migrated their social media accounts to W Social. This decision contradicts their stated goals, as W Social is a private, for-profit network owned by Swedish entrepreneurs that has quietly transitioned to a closed-source model. The move highlights a growing contradiction in the region's push for technological independence.

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Zero-Touch OAuth for MCP
Zero-Touch OAuth for MCP

The Enterprise-Managed Authorization extension for the Model Context Protocol has reached stability, bringing zero-touch OAuth capabilities to organizations. This update enables IT teams to centrally provision server access through their existing identity providers. As a result, users can seamlessly connect to MCP servers on their first login without needing to complete per-app authentication flows.

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Modos Color Monitor Pushes E-Paper Displays Further
Modos Color Monitor Pushes E-Paper Displays Further

Modos has introduced the Flow, a color e-paper monitor that utilizes an open Enchanter controller to significantly reduce input lag. This innovation makes the display highly responsive for productivity tasks like coding and writing while maintaining the traditional eye-friendly benefits of e-ink technology.

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Microsoft new Outlook takes 10 seconds to do what Outlook Classic does instantly
Microsoft new Outlook takes 10 seconds to do what Outlook Classic does instantly

Microsoft's New Outlook suffers from a significant performance lag compared to the Classic version, taking up to ten seconds to load emails from Windows 11 notifications. While Outlook Classic handles the same task instantly, the accompanying report details the technical reasons behind the newer application's frustrating delays.

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DeepSeek Introduces Vision

DeepSeek has introduced a new Vision feature that enables its AI chatbot to analyze, understand, and describe images without generating or modifying them. Users are praising the cost-effective update for its competitive visual processing capabilities, drawing favorable comparisons to premium alternatives like Google Gemini and ChatGPT. While some noted the continued absence of native speech features, the new image analysis tool is being celebrated as a major practical enhancement.

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.gitignore Isn't the only way to ignore files in Git
.gitignore Isn't the only way to ignore files in Git

While .gitignore is the standard method for excluding files in Git, developers actually have two other practical options. You can use .git/info/exclude to set repository-specific rules without tracking them, or rely on ~/.config/git/ignore to apply global exclusion rules across all your local projects.

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Local Qwen isn't a worse Opus, it's a different tool

A recent analysis challenges the popular narrative that the local Qwen model is merely an inferior alternative to Claude 3 Opus. The author presents new evidence to demonstrate that Qwen is not just a weaker substitute, but a fundamentally different tool with its own distinct capabilities.

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Show HN: Are You in the Weights?
Show HN: Are You in the Weights?

A new interactive tool named Are You in the Weights allows users to type a name and see how strongly leading artificial intelligence models recognize it. By analyzing the billions of numerical parameters that form a neural network, the platform offers a unique way to explore the underlying knowledge embedded within modern machine learning models.

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Emacs 31 is around the corner: The changes I'm daily driving
Emacs 31 is around the corner: The changes I'm daily driving

As the release of Emacs 31 approaches, a recent blog post highlights the key new features and workflow improvements the author is currently testing in his daily routine. The article provides practical insights into how these upcoming updates function in real-world scenarios for long-time users. It serves as a useful preview for the community looking to optimize their productivity with the next major version of the text editor.

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I told them forced consent was unlawful. 5 years later it cost Elkjop €1.8M
I told them forced consent was unlawful. 5 years later it cost Elkjop €1.8M

The Norwegian Data Protection Authority has fined electronics retailer Elkjop €1.8 million for enforcing unlawful forced consent practices within its loyalty club. The penalty arrives five years after a privacy advocate explicitly warned the company's data protection officer that the practice was illegal.

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If your product is Great, it doesn't need to be Good (2010)

This 2010 article defends the original iPad against early critics by arguing that truly great products do not need to be conventionally good. The author asserts that groundbreaking innovations transcend standard feature checklists, making traditional complaints about the tablet entirely misguided.

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Cell-based architecture for resilient payment systems
Cell-based architecture for resilient payment systems

American Express is implementing a cell-based architecture to enhance the resilience and performance of its global payment systems. This design isolates workloads into independent units, preventing cascading failures and ensuring high availability. Consequently, the company can reliably deliver low-latency transaction processing at a massive worldwide scale.

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How Alberta Eradicated Rats
How Alberta Eradicated Rats

While rats have conquered nearly every place on Earth where humans live, Alberta continues to soldier on as a unique, rat-free exception. The province has successfully eradicated the pervasive rodents, setting it apart from the rest of the globe.

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Taxonomy of the Occlupanida (parasitoids on bread bag tags)
Taxonomy of the Occlupanida (parasitoids on bread bag tags)

A popular satirical article humorously classifies plastic bread bag tags into a fictional biological taxonomy dubbed the Occlupanida, treating manufacturing processes like injection molding as evolutionary reproductive strategies. Readers playfully engaged with the premise by analyzing the faux-scientific text and debating the pedantic distinction between parasites and parasitoids to describe the inanimate plastic clips.

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Show HN: Gerrymandle - Daily puzzle game where you redraw electoral districts
Show HN: Gerrymandle - Daily puzzle game where you redraw electoral districts

Gerrymandle is a new free daily puzzle game that challenges players to strategically redraw electoral districts to outmaneuver their opponents. The game features a fresh map each day where users must draw district lines to successfully secure more political seats than the competition.

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AMD silently removes memory encryption from consumer Ryzen CPUs
AMD silently removes memory encryption from consumer Ryzen CPUs

AMD has silently removed hardware memory encryption from its consumer Ryzen processors without an official announcement. When users questioned the omission, an AMD engineer shut down further community discussions regarding the change.

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Clojure Hosted on Go
Clojure Hosted on Go

The Glojure project introduces a new Clojure interpreter hosted directly on the Go programming language. It provides developers with extensible interoperability support to seamlessly integrate Clojure code within Go-based ecosystems.

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Noam Shazeer Joins OpenAI
Noam Shazeer Joins OpenAI

Noam Shazeer has announced he is leaving Google to join OpenAI. While he expressed deep pride in his team's accomplishments and called his time at Google an honor, Shazeer noted that deciding to move on was difficult.

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The founder of Craigslist has given away half a billion dollars
The founder of Craigslist has given away half a billion dollars

Craigslist founder Craig Newmark has given away half a billion dollars to charitable causes. His massive donation comes at a time when a growing number of billionaires are actively criticizing the practice of philanthropy. In response, Newmark is using his wealth and platform to champion the importance of giving back to society.

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A website that lists websites to submit your website to
A website that lists websites to submit your website to

A new hand-picked directory provides a curated list of websites where founders can submit their startups and products. By leveraging these platforms, creators can earn quality backlinks to boost their visibility across both traditional search engines and AI-powered answers.

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Launch HN: TesterArmy (YC P26) – Agents that test web and mobile apps
Launch HN: TesterArmy (YC P26) – Agents that test web and mobile apps

YC P26 startup TesterArmy has launched an automated testing platform that uses agents to evaluate web and mobile applications. The service eliminates the need for developers to maintain manual test scripts by automatically generating comprehensive bug reports, screenshots, and recordings.

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How Madrid built its metro cheaply (2024)
How Madrid built its metro cheaply (2024)

Madrid tripled the length of its metro system in just 12 years, achieving this massive expansion faster and more cheaply than almost any other city globally. The city's highly efficient approach to infrastructure development serves as a practical case study for urban planners. This success offers valuable lessons for other municipalities looking to scale their own public transit networks.

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I hate compilers

This technical piece explores the frustrating complexities of software compilation and the challenge of achieving deterministic builds. It highlights why feeding identical bytes into a compiler often fails to produce the exact same output bytes. The author explains the hidden variables and non-deterministic behaviors that make compiler reproducibility much more complicated than developers might expect.

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The Token Compression Illusion: Why I'm Skeptical of RTK

Although RTK promises significant token savings for coding agents via raw terminal compression, its actual benefits are misleading. The author argues that simply shrinking token counts creates an illusion of progress that fails to guarantee cheaper, safer, or more accurate software engineering.

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