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KI-Editor is an open-source collaborative writing tool that allows multiple users to work on a document simultaneously, with real-time updates and version control. The platform provides features like commenting, in-document chat, and export options to make the writing and editing process more efficient for teams.

The article discusses the rise of large tech companies, known as 'Big Tech', and their growing influence on the global economy, politics, and society. It examines the potential risks and challenges posed by the dominance of these companies, including concerns around privacy, competition, and the concentration of power.

The article discusses the author's changing perspective on the Fediverse, a decentralized social media network. It explores the benefits and challenges of the Fediverse, highlighting its potential as an alternative to traditional social media platforms.

An exclusive report on a devastating AI error that led to a bombing at a girls' school in an undisclosed location, resulting in significant casualties and sparking widespread concern over the safety and reliability of AI systems.

The article reports that former President Trump privately expressed serious interest in using U.S. ground troops against Iran, according to current and former U.S. officials. This revelation comes amid tensions between the U.S. and Iran in the final weeks of Trump's presidency.

The article discusses the impact of the COVID-19 pandemic on the global economy, highlighting its uneven effects across different sectors and regions, as well as the challenges and uncertainties faced by policymakers in navigating the recovery.

The article discusses Grammarly's use of AI technology to improve writing and grammar checking, including insights from an AI expert on the company's approach and the potential benefits and limitations of its AI-powered tools.

ran this over the weekend. stack was Llama 3.2 3B running locally + Keiro Research API for retrieval.

85.0% on 4,326 questions. where that lands:

ROMA (357B): 93.9% OpenDeepSearch (671B): 88.3% Sonar Pro: 85.8% Llama 3.2 3B + Keiro: 85.0%

the systems ahead of us are running models 100-200x larger. that's why they're ahead. not better retrieval, not better prompting — just way more parameters.

the interesting part is how small the gap is despite that. 3 points behind a 671B model. 0.8 behind Sonar Pro. at some point you have to ask what you're actually buying with all that compute for this class of task.

Want to know how low the reader model can go before it starts mattering. in this setup it clearly wasn't the limiting factor and also if smaller models with web enabled will perform as good( if not better) as larger models for a lot of non coding tasks

Full benchmark script + results --> https://github.com/h-a-r-s-h-s-r-a-h/benchmark

Keiro research -- https://www.keirolabs.cloud/docs/api-reference/research

I finally got fed up with making work + personal Git repos work on my machine.

Ever clone a work repository and accidentally make commits using your personal email? Or forget how to make your work repos use your work SSH key? Yeah... same.

So I built the tool I've always wanted. GitPersona - a CLI tool for managing many git profiles on a single machine.

Shoutout to my boy Codex for helping me finally ship this.

agents. Not a custom truncation strategy, not a sliding window, not dropping old messages and hoping for the best. The failure mode is well-understood: your context window fills up, you truncate from the top, and the agent loses the thread. It forgets the task it was working on, the file path it just wrote to, the UUID it needs to reference. The conversation breaks. The problem is everyone keeps solving it by throwing away information instead. Truncation is fast to implement and quietly wrong. The agent appears to work until it doesn't, and debugging context loss in a long-running session is painful. context-compact summarizes old messages via your LLM of choice and replaces them with a compact summary. Fires automatically at 85% context utilization. Preserves UUIDs, file paths, and URLs verbatim so identifiers survive compaction. Handles histories longer than the summarization model's own context window by chunking sequentially with a running summary carried forward. Works with Anthropic, OpenAI, or any SDK. Zero dependencies.

This article explores the potential role of AI in illegal wars, highlighting concerns about its use in surveillance, targeting, and propaganda. It raises ethical questions about the implications of AI-powered weapons and the need for international regulation to prevent misuse.

Kuwait has temporarily shut down some oil production, while Qatar warns that oil prices could rise to $150 per barrel in the coming weeks due to the ongoing Russia-Ukraine conflict and resulting sanctions on Russian oil exports.

The article explores the concept of the 'one-person stack', where a single individual manages and maintains a complete technology stack. It discusses the advantages, challenges, and considerations for those who choose to take on this approach to software development and IT management.

The article explores how Apple's laptop design approach has shifted over time, moving away from a focus on repairability and user-serviceable components in favor of thinner, more compact designs with limited access to internal hardware.

A Pew Research Center study found that Americans are more likely than residents of 24 other countries to view their fellow citizens as morally bad. The survey explored perceptions of moral character within different national populations.

The article discusses the ClaudeSmalltalk project, an open-source Smalltalk-based programming language and development environment that aims to be a modern, flexible, and powerful alternative to other Smalltalk implementations.

This project puts a lightweight layer in between your gmail-account and OpenClaw. When OpenClaw sends an e-mail, it can only send drafts. You can then in your e-mail program either send the mail or adjust the draft and send it back to OpenClaw. This makes OpenClaw much more usable.

The article discusses the recent removal of ByteDance's apps, including TikTok, from major U.S. app stores due to an executive order by the Trump administration aimed at addressing national security concerns related to the apps' Chinese ownership.

The article discusses the potential impact of the COVID-19 pandemic on the global economy, including concerns about rising inflation, supply chain disruptions, and the possibility of a recession. It explores the challenges faced by governments and central banks in navigating the economic uncertainty.

The article describes Git Lanes, a tool that allows developers to manage multiple development branches within a single Git repository, helping to improve workflow and collaboration.