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The article discusses TikTok's alleged censorship of content featuring LGBTQ+ creators Megan Stalter and Finneas. It explores claims that the platform's algorithm disproportionately limits the visibility of this content compared to other users.

https://archive.ph/mHlUT

https://apnews.com/article/oldest-wooden-tools-marathousa-1-...

https://archaeologymag.com/2026/01/430000-year-old-wooden-to...

The article discusses the findings of a new study suggesting that regular exercise can help slow down the aging process and maintain cognitive function, even in older adults. The study highlights the potential benefits of physical activity in supporting healthy aging and preserving mental capabilities over time.

The article argues against the use of opt-out forms, which automatically enroll users in programs or subscriptions unless they actively choose to opt-out. It suggests that this practice is deceptive and undermines user autonomy, and advocates for the use of transparent opt-in forms instead.

Amutable is a Canadian technology company that specializes in developing innovative software solutions. The website provides an overview of the company's mission, values, and expertise in areas such as cloud computing, data analytics, and user experience design.

The article discusses a security breach at SoundCloud, a popular music streaming platform, in which the personal information of its users was compromised. The breach exposed email addresses, usernames, and hashed passwords, affecting millions of SoundCloud users.

Amazon is shutting down dozens of its Amazon Fresh grocery and Amazon Go convenience stores across the United States and United Kingdom. The company is focusing its grocery efforts on its Whole Foods Market brand and on expanding its online grocery delivery services.

Tailscale introduces Aperture, a new private alpha product that aims to provide a secure and private way for users to access web applications and services without exposing them to the public internet. Aperture offers a simple and intuitive interface, allowing users to easily manage access permissions and monitor activity across their organization.

The article discusses how management can be seen as an artificial intelligence (AI) superpower, where managers leverage data, algorithms, and automation to make more informed decisions and optimize organizational performance. It explores the potential of AI-powered management to enhance strategic planning, decision-making, and workforce management.

The article discusses the challenges of managing C-based packages, which often lack standardized package management tools like those available for other programming languages. It highlights the need for a more robust package management system for C-based projects to improve dependency management and distribution.

The article discusses the growing popularity of plant-based meat alternatives, with companies like Beyond Meat and Impossible Foods offering products that mimic the taste and texture of traditional meat. It explores the factors driving consumer interest in these alternatives, such as environmental concerns and health considerations.

The article discusses the ShorLabs project, an open-source platform for creating and managing customized URL shorteners. It highlights the project's features, such as support for multiple URL shortener services, advanced analytics, and easy integration with existing applications.

The article introduces 'Open Coding Agents', a new AI system that can learn to perform diverse tasks by interpreting and following natural language instructions. The system demonstrates the ability to perform various coding-related tasks, showcasing the potential for AI to assist with software development and programming.

The article discusses the concept of 'one human, one agent, one browser' as a potential model for the future of the internet, where each user has their own AI assistant that acts on their behalf within a single browsing session.

The article discusses the potential use of artificial intelligence (AI) technology to generate deepfake videos, raising concerns about the implications for the spread of misinformation, particularly in the context of political campaigns and elections. It explores the challenges in detecting and combating these AI-generated fake videos.

The article explores the importance of database benchmarking, particularly in terms of scalability, concurrency, and handling failures. It discusses the challenges and best practices for conducting thorough database performance testing to ensure the system can handle real-world workloads effectively.

Hey HN,

It’s Vineeth from Plastic Labs. We've been building Honcho, an open-source memory library for stateful AI agents.

Most memory systems are just vector search—store facts, retrieve facts, stuff into context. We took a different approach: memory as reasoning. (We talk about this a lot on our blog)

We built Neuromancer, a model trained specifically for AI-native memory. Instead of naive fact extraction, Neuromancer does formal logical reasoning over conversations to build representations that evolve over time. Its both cheap ( $2/M tokens ingestion, unlimited retrieval), token efficient and SOTA: LongMem (90.4%), LoCoMo (89.9%), and BEAM. On BEAM 10M—which exceeds every model's context window—we hit 0.409 vs prior SOTA of 0.266, using 0.5% of context per query.

Github: https://github.com/plastic-labs/honcho

Evals: https://evals.honcho.dev

Neuromancer Model Card: https://plasticlabs.ai/neuromancer)

Memory as Reasoning Approach: https://blog.plasticlabs.ai/blog/Memory-as-Reasoning

Read more about our recent updates: https://blog.plasticlabs.ai/blog/Honcho-3

Happy to answer questions about the architecture, benchmarks, or agent memory patterns in general

The article explores how U.S. Immigration and Customs Enforcement (ICE) has gained access to a nationwide database of license plate information, allowing the agency to track the movements of millions of people without their knowledge or consent.

The article outlines the key benefits of a potential EU-India Free Trade Agreement, including increased trade and investment, reduced tariffs, and improved market access for goods and services between the two economies.

The article discusses Kash Patel's claim that the FBI is investigating Signal chats of Minnesotans tracking ICE, which he alleges is part of a broader effort to target those who are critical of the government's immigration policies.