AgentAPI: A Unified HTTP API for Controlling Coding Agents

2025-04-17
AgentAPI: A Unified HTTP API for Controlling Coding Agents

AgentAPI is a powerful HTTP API designed to control coding AI agents like Claude Code, Goose, Aider, and Codex. It provides a unified chat interface, enabling interaction through simple API calls. Users can even build an MCP server where one agent controls another. AgentAPI automatically handles terminal output, removing clutter and parsing it into individual messages, simplifying interaction. While official SDKs from LLMs may emerge, AgentAPI aims to be a universal adapter, allowing developers to easily switch between coding AI agents.

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Development

Ubuntu 25.04: Plucky Puffin Soars with Performance and Security Enhancements

2025-04-17
Ubuntu 25.04: Plucky Puffin Soars with Performance and Security Enhancements

Canonical has released Ubuntu 25.04, codenamed "Plucky Puffin," featuring GNOME 48, improved installation and boot experience, and a new "devpack" for the Spring framework. This release boasts performance improvements for AI workloads on Intel GPUs and support for confidential computing using AMD SEV-SNP. The Linux 6.14 kernel includes improved scheduling and a new NTSYNC driver for better Windows game performance on Wine and Proton. Ubuntu 25.04 also includes the latest toolchains, enhanced manageability and networking controls, and expanded support for Intel Core Ultra processors and ARM64 hardware.

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Development

OpenAI's Top Safety Officer Steps Down Amidst Safety Concerns

2025-04-17
OpenAI's Top Safety Officer Steps Down Amidst Safety Concerns

OpenAI's head of preparedness, Joaquin Quiñonero Candela, recently stepped down from his role and transitioned to an internal internship. This follows a series of high-profile departures from OpenAI's safety teams, restructuring of the safety organization, and reports of reduced safety testing times. The events raise concerns about OpenAI's commitment to AI safety, particularly given the company's recent release of GPT-4.1 without a safety report and reports of shortened safety testing periods. The situation highlights a potential prioritization of product release over safety considerations, contrasting with OpenAI's previous public commitments and sparking broader discussions about AI safety regulation.

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AI

Meta Blocks Apple Intelligence in its iOS Apps

2025-04-17
Meta Blocks Apple Intelligence in its iOS Apps

Apple's Apple Intelligence, introduced with iOS 18.1, is facing limitations due to Meta's refusal to integrate it into its apps. Features like Writing Tools and Genmoji are unavailable in Meta apps including Facebook, WhatsApp, and Threads. Speculation points to Meta promoting its own Meta AI as the reason. A previous partnership discussion between Apple and Meta to integrate Meta's Llama language model into Apple Intelligence failed due to disagreements over privacy policies. This leaves iOS users without access to Apple Intelligence's convenient features within Meta's popular apps.

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Tech

OpenAI's Memory Upgrade: A Transformative Leap for AI

2025-04-17
OpenAI's Memory Upgrade: A Transformative Leap for AI

OpenAI's memory upgrades mark the start of what may be the most transformative shift since GPT-3's debut. Previously, AI felt like a brilliant but forgetful friend. Now, memory changes everything. AI will remember your habits, thought patterns, and preferences, becoming a lifelong companion and assistant. This will lead to massive productivity gains and challenge the conventional wisdom that AI lacks defensibility. OpenAI might launch a "Sign in with OpenAI" product, allowing third-party developers to directly access its memory layer, building more powerful applications. The competition will center around memory; whoever captures it faster wins.

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Spice Up Your Slack Emojis with HDR

2025-04-17

Want to make your Slack reactions pop? Learn how to add HDR to your emojis! Using a simple ImageMagick script, you can transform standard emojis into HDR versions for eye-catching brightness on supporting hardware (like iPhones). Android support is currently lacking. You'll need to install ImageMagick and download the 2020_profile.icc profile. The `Multiply` value in the script adjusts brightness and color balance.

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Misc

Game-Changing Steel: Twisting Technique Creates Submicron 'Anti-Crash Wall'

2025-04-17
Game-Changing Steel: Twisting Technique Creates Submicron 'Anti-Crash Wall'

Researchers from the Chinese Academy of Sciences, Shandong University, and the Georgia Institute of Technology have developed a novel twisting technique that dramatically enhances the fatigue resistance of stainless steel. By creating a submicron-scale, three-dimensional 'anti-crash wall' within 304 austenitic stainless steel, the technique significantly improves strength and reduces cyclic creep. Tests showed a 2.6-fold increase in strength and a 2-4 order of magnitude reduction in strain due to ratcheting, resulting in up to a 10,000-fold improvement in fatigue resistance. This breakthrough has potential applications in aerospace and other demanding industries.

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Sandbox Python Execution via MCP Server

2025-04-17
Sandbox Python Execution via MCP Server

This article introduces a Model Context Protocol (MCP) server that runs Python code in a sandbox using Pyodide within Deno, providing isolation from the operating system. The server supports several modes: standard input/output (stdio), server-sent events (SSE), and a warmup mode for testing and deployment. An example using PydanticAI demonstrates interacting with LLMs via an Agent using this MCP server.

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Development

Critical Erlang/OTP SSH Vulnerability Allows Unauthenticated Remote Code Execution

2025-04-17

A critical vulnerability (CVE-2025-32433) has been discovered in the Erlang/OTP SSH server, allowing unauthenticated remote code execution (RCE). Versions prior to OTP-27.3.3, OTP-26.2.5.11, and OTP-25.3.2.20 are affected. Attackers can exploit a flaw in SSH protocol message handling to gain unauthorized access and execute arbitrary commands without credentials. Patches are available; update to OTP-27.3.3, OTP-26.2.5.11, or OTP-25.3.2.20 or later.

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Development

Evidence of Harm: Why TikTok Should Be Banned

2025-04-17
Evidence of Harm: Why TikTok Should Be Banned

The US Supreme Court will soon decide whether to block a ban on TikTok. This article argues for the ban, citing overwhelming evidence of harm to minors. Compiled from lawsuits filed by 14 state Attorneys General, internal documents reveal TikTok's knowledge of its algorithm's addictive nature, leading to sleep deprivation, academic decline, and worsening mental health in children. The platform is rife with pornography, violence, and drug-related content, with severe child sexual exploitation and harassment, yet TikTok's response is demonstrably inadequate. The authors urge public awareness of TikTok's harm to children and support for its removal.

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India's IT Giants Face Slowest Growth in Years Amid Global Uncertainty

2025-04-17
India's IT Giants Face Slowest Growth in Years Amid Global Uncertainty

India's three largest IT services companies, Infosys, Tata Consultancy Services (TCS), and Wipro, are experiencing their steepest growth slowdown in years. Global economic uncertainty and geopolitical challenges have led corporations to curtail large technology projects, resulting in disappointing performance from all three firms. Infosys projected 0-3% revenue growth for FY26, significantly below analyst expectations. Wipro anticipates a 1.5-3.5% sequential revenue decline in Q1, and TCS also missed fourth-quarter earnings estimates. While companies highlight strengths in AI, cloud, and digital technologies, macroeconomic headwinds and AI-driven pricing pressures threaten to constrain medium-term industry growth to a modest 4-5%, with little prospect of acceleration.

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Arizona County Delays $500K AI Crime-Fighting Software Purchase Amidst Concerns

2025-04-17
Arizona County Delays $500K AI Crime-Fighting Software Purchase Amidst Concerns

Pinal County, Arizona, considered a $500,000 contract for Overwatch, an AI-powered crime-fighting software from Massive Blue. The software, using 50 AI bots, aims to combat human trafficking, drug trafficking, and gun trafficking. However, concerns arose regarding its unproven effectiveness; despite claims of assisting in an arson investigation, no arrests have been made. After questioning from supervisors about the lack of demonstrable results, the county board delayed the vote, requesting further evaluation before committing taxpayer funds.

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AI's Halftime: From Model-centric to Application-centric

2025-04-17

This article outlines two phases of AI development. The first phase focused on developing better training methods and models, achieving remarkable feats like AlphaGo defeating Go world champions. The second phase shifts focus from solving problems to defining problems, prioritizing evaluation over training. The author argues that current AI models are capable of solving various tasks, but their real-world utility needs improvement. Future AI research should concentrate on real-world applications, developing evaluation methods and models that better meet real-world needs, thus driving AI to truly benefit humanity.

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AI

Deep Dive into 3FS: DeepSeek's Open-Source Distributed Filesystem

2025-04-17

DeepSeek released 3FS (Fire-Flyer File System), a distributed filesystem. This post explains distributed filesystems and 3FS's architecture. 3FS comprises four node types: Meta (metadata management), Mgmtd (management server), Storage, and Client. It uses the CRAQ (Chain Replication with Apportioned Queries) protocol for strong consistency. The post analyzes 3FS's performance characteristics and outlines future performance testing and improvement directions.

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Encryption Is Not a Crime: The Ongoing War for Privacy

2025-04-17
Encryption Is Not a Crime: The Ongoing War for Privacy

This article exposes the global attacks on encryption, with many government agencies attempting to undermine or even break end-to-end encryption under the guise of fighting crime. It argues that encryption is a vital tool for protecting personal privacy and security, not a criminal tool. Weakening encryption not only fails to effectively combat crime but also increases risks for ordinary citizens, making it easier for criminals to exploit leaked data. The article calls for public support for encryption technology and emphasizes that this is a protracted battle for privacy rights and digital security, requiring continuous effort to safeguard individual freedoms.

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Tech

go-mcp: A Type-Safe Go SDK for Building MCP Servers

2025-04-17
go-mcp: A Type-Safe Go SDK for Building MCP Servers

go-mcp is a Go SDK simplifying MCP (Model Context Protocol) server development. Its type-safe, intuitive interface streamlines the process. Code generation ensures static typing for tools and prompt parameters, catching errors at compile time. The clean API and developer-friendly design make it easy to learn and use. The project includes comprehensive examples and documentation, supporting features like tools, prompts, resource management, and logging. While dynamic tool addition isn't currently supported, future development plans include batching, streamable HTTP transport, and progress notifications. The project is MIT licensed.

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Development

Erlang Solutions Blog: Big Data in Healthcare, Digital Wallets, IoT Security, and Fintech Compliance

2025-04-17
Erlang Solutions Blog: Big Data in Healthcare, Digital Wallets, IoT Security, and Fintech Compliance

Erlang Solutions' latest blog posts cover cutting-edge topics across various tech sectors. They explore how big data transforms healthcare, focusing on predictive trends and data security using Erlang, Elixir, and SAFE. The blog also delves into the mechanics and benefits of digital wallets, shares experiences of women in the BEAM ecosystem highlighting the importance of inclusion, provides five practical IoT security tips, and finally, explains the upcoming fintech compliance act DORA, guiding businesses on how to comply. These posts aim to simplify understanding of tech trends and their business implications.

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Tech

The Construction and Challenges of Technical Identity: A Psychologist's Perspective

2025-04-17
The Construction and Challenges of Technical Identity: A Psychologist's Perspective

A psychologist specializing in software environments reflects on the social construction of the label “technical.” She argues that “technical” is not an objective assessment of skill but a reflection of power structures, excluding those who don't conform to established norms. Through personal experiences and research, the author reveals the gender, class, and racial biases present in the tech industry and the resulting inequalities. She calls for breaking down inherent technical identity boundaries, focusing on the humanity behind technology, and building a more inclusive and equitable tech ecosystem.

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Exploring the Obscure Corners of Unicode Math Symbols

2025-04-17

The author explores the Miscellaneous Mathematical Symbols block in Unicode, uncovering many rarely used but fascinating symbols. For instance, ⟂ represents both perpendicularity and relatively prime integers; ⟑ and ⟇ are used in geometric algebra; and four symbols denote database joins. The author also highlights the Unicode equivalents of LaTeX's \langle and \rangle: ⟨ and ⟩.

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Rust Compile Times: From 25 Minutes to 2 Minutes

2025-04-17
Rust Compile Times: From 25 Minutes to 2 Minutes

The Feldera team encountered excessively long compile times when compiling large SQL-generated Rust code. An 8,562-line SQL program translated to ~100k lines of Rust took 25 minutes to compile. Techniques like type erasure and code deduplication yielded minimal improvements. The breakthrough came from splitting the generated Rust code into 1,106 smaller crates, enabling parallel compilation and dramatically reducing compile time to under 2 minutes, fully utilizing multi-core processors.

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Community College Professors Battle AI-Powered Bot Students

2025-04-17
Community College Professors Battle AI-Powered Bot Students

Community colleges across the US are facing a surge in AI-powered bots enrolling in online courses to fraudulently obtain financial aid. These bots, often managed by organized rings, submit AI-generated assignments to maintain enrollment and receive disbursements. The phenomenon, exacerbated since the pandemic, cost California community colleges over $11 million in 2024 alone. Professors are spending valuable time identifying and removing these bots, impacting their teaching and creating a skeptical classroom environment. While colleges are implementing mitigation strategies, the ever-evolving nature of the bots and systemic vulnerabilities continue to challenge solutions. The situation highlights the urgent need for technological solutions to prevent bot registrations and safeguard access for legitimate students.

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AI: Normal Tech, Not Superintelligence

2025-04-17
AI: Normal Tech, Not Superintelligence

This paper challenges the prevailing view of AI as a separate species, a highly autonomous, potentially superintelligent entity, arguing instead that AI is normal technology. The authors contend that AI's impact will be gradual, not sudden, based on an analysis of the different timescales of AI methods, applications, and adoption. They predict a future where humans and AI collaborate, with a significant portion of work focused on AI control and oversight. The paper also explores AI risks, such as accidents, arms races, misuse, and misalignment, advocating for mitigating these through reducing uncertainty and building system resilience rather than drastic policy interventions.

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Setting Up a Linux Dev Environment on Apple Silicon with UTM

2025-04-17
Setting Up a Linux Dev Environment on Apple Silicon with UTM

This guide demonstrates setting up a Linux development environment on Apple Silicon Macs using UTM virtual machines. After installing UTM and cdrtools via Homebrew, a cloud-init script automates the process of installing essential development tools like Git, Docker, and configuring SSH access. The article walks through creating the VM, importing images, configuring the cloud-init script, and removing temporary drives, resulting in a functional Linux development environment.

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Development

Building an AI Rugby Analyst: From Scoreboard to Story

2025-04-17

Gainline is building an AI system to enhance its rugby app by analyzing video footage. Initially, they used OpenAI's vision model to extract scores and game time from screenshots, optimizing for cost-effectiveness by focusing on cropped images of the scoreboard. While exploring OCR, they found it unreliable and continued using the LLM. OpenAI Whisper was employed to transcribe audio commentary and referee communications, adding valuable context. Future challenges include scaling the system for live streams and addressing ethical considerations surrounding AI-generated summaries of sporting events.

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The Oda Who Lost, and Lost, and Lost…and Won?

2025-04-17
The Oda Who Lost, and Lost, and Lost…and Won?

While Oda Nobunaga struck fear into the hearts of feudal lords during Japan's Sengoku period, another Oda, Ujiharu, became infamous as the weakest daimyo. Ruling strategically important Oda Castle, he lost and regained it nine times. Despite consistently poor military decisions—often ignoring sound advice—his unwavering refusal to accept defeat earned him the moniker “The Phoenix.” His seemingly reckless charges might have been an attempt to prevent sieges and protect his people. Exceptional diplomatic skills and deep loyalty from his retainers and farmers also marked his reign. Ultimately, his refusal to swear allegiance to Toyotomi Hideyoshi cost him his lands, but he survived—a fate arguably better than that of his more famous namesake, Oda Nobunaga.

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Unveiling the Magic: How Everyday Tech Works

2025-04-17

Ever wondered how touchscreens work, why it's called a Gaussian blur, or how Figma's pen tool manipulates curves? This book isn't a tutorial, but a fascinating exploration of the underlying principles behind everyday technology. Through clear explanations and numerous illustrations, it reveals the secrets of capacitive touch sensing, Gaussian kernel calculations, and Bezier curves in vector graphics. No prior technical knowledge is required; just curiosity. Expand your understanding of technology and impress your friends with your newfound knowledge.

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Atari 1200XL: The Short-Lived 8-Bit Champion

2025-04-17
Atari 1200XL: The Short-Lived 8-Bit Champion

The Atari 1200XL, the third in Atari's 8-bit computer line, aimed to replace the increasingly expensive Atari 800 and compete with the Commodore 64. Featuring 64K RAM and a sleek 1980s design, its $800 price tag and incompatibility with popular software like Letter Perfect doomed it to a short lifespan, discontinued after only six months. Despite this, its excellent keyboard and fixable compatibility issues make it a sought-after collectible today, even retaining practical use.

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Hardware 8-bit

Differentiable Programming: A Deep Dive from First Principles

2025-04-17

This article provides a comprehensive explanation of differentiable programming, starting from the definition of derivatives in calculus and progressing to concepts like gradients, directional derivatives, and Jacobians. It details three differentiation methods: numerical differentiation, symbolic differentiation, and automatic differentiation (forward and reverse modes), comparing their strengths and weaknesses. Finally, it demonstrates how reverse-mode automatic differentiation, combined with gradient descent, can solve real-world optimization problems using an image de-blurring example.

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The Art of Clowning: More Than Just Laughs

2025-04-17
The Art of Clowning: More Than Just Laughs

Comedian Grayson Morris shares his insights into the art of clowning. He emphasizes that clowning is about pleasing the audience, utilizing one's body, genuine interaction with the audience, and bravely taking risks, even if they lead to failure. He differentiates between "cute and silly" clowns and "subversive and thought-provoking" clowns, with the former focusing on entertainment and the latter incorporating critical and philosophical elements. The article also quotes Avner the Eccentric and John Gilkey, two masters of clowning, further exploring the essence of clowning, including: storytelling through the body, audience interaction, transforming challenges into opportunities, and the core of clowning being in action rather than just costume.

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arXivLabs: Experimenting with Community Collaboration

2025-04-17
arXivLabs: Experimenting with Community Collaboration

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved embrace arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners who share them. Have an idea to enhance the arXiv community? Learn more about arXivLabs.

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Development
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