Language models find security flaws faster and turn patches into working exploits in minutes. A veteran researcher says the established disclosure process needs to change.

ITB Engine is an information-theoretic bootstrap platform that constrains quantum gravity theory spaces by enforcing all known consistency conditions. Version 1.20.0 includes 351 tests and 33 active constraints. Key findings: swampland rules are the true effective constraints rather than traditional bounce and hug rules; Loop Quantum Gravity fails a specific holographic monogamy rule (n=3) but passes tougher ones; experimental priorities shift from gravitational-wave birefringence to CMB-S4 precision measurements and optomechanical collapse tests.

Maggy evolved from an opinionated Claude Code setup into a full autonomous AI engineering platform. It features interactive chat, multi-agent orchestration, P2P mesh networking, AI-prioritized task triage, and process analytics, all built on a foundation of TDD loops, security guards, conditional rules, and the Mnemos memory system for persistent context. v5.0.0 adds session takeover, containerized multi-agent orchestration, and cross-machine sync.

A profitable B2B SaaS company replaced most of its middle management (product managers, engineering managers) with AI agents that handle coordination tasks like meeting notes, roadmap drafting, and prioritization. The founder discovered that automating coordination is cheap and low-risk, while shipping and owning production code remains expensive and requires humans. The company reduced its middle layer from 9 to 3 roles, and engineers now get direct access to customer conversations without information loss.

Photiu.ai is a free online image upscaling tool that supports JPG, JPEG, PNG, WEBP formats. Users can upload images via drag-and-drop or URL to enhance photo quality.

FLOX is a modular framework for building trading systems with polyglot strategy bindings and AI-friendly developer tools. It supports Python, Node.js, Codon, and embedded JavaScript on a single C++ core, and includes a Model Context Protocol server for AI coding agents.

Cuarzo-100K v2 is a dataset of 100K Python code snippets with translations into English, Spanish, French, and Chinese, all verified via Abstract Syntax Tree (AST) to ensure syntactic equivalence.

tuicr is a TUI (Terminal User Interface) for code reviews that enables you to review AI-generated changes. You can comment on any line or file and export feedback for your AI agent. Install via Homebrew or Cargo.

The author reflects on the feasibility of running local LLMs on laptops, but laments the growing divide between those who can afford the hardware and those who cannot, citing personal financial constraints and geopolitical concerns.

The author spent a few weekends testing an AI agent harness. With thorough preparation and an automated loop, they built a useful application for under $100. The experiment showed that for well-defined projects, AI agents can boost efficiency significantly, but human judgement and upfront planning remain essential.

This paper presents a comprehensive framework for detecting, auditing, and mitigating model drift in AI systems, including concept drift, data drift, and semantic drift, to ensure long-term reliability.

A speaker at UCF's Spring 2026 commencement was booed after comparing artificial intelligence to the Industrial Revolution.

This article describes how Claude Code autonomously performed a fault injection attack to bypass Secure Boot on an ESP32 SoC. All hardware tools were controlled by Claude, software was written using third-party libraries, and humans only supervised. This is the first publicly documented AI-driven fault injection attack, showcasing AI's potential in hardware vulnerability discovery and exploitation.

AI agents are overcoming long-context limitations with Lossless Context Management (LCM), enabling complex long-horizon tasks. Specialized applications emerge in healthcare for surgical team dynamics and clinical info extraction, while OpenBB continues to grow in financial AI. Predictions include enterprise demand for long-context efficiency, OpenBB enterprise partnerships, and potential bias flags in AI conflict monitoring.

A Bloomberg investigation shows how generative AI and autonomous agents are supercharging identity theft in the US, from social security number lookups on the darknet to deepfake driver's licenses.

Nvidia has invested more than $40 billion in AI companies in 2025, cementing its role as the industry's biggest backer.

A security review of an AI-assisted internal tool revealed 28 issues, mostly classic security bugs like missing authorization, unenforced row-level security, and client-side gates. The author argues that AI coding tools produce senior-speed junior code, lacking the meta-layer of security intuition that senior engineers naturally add. The pattern: code does what is asked but fails to question the surrounding security context. Mitigations include senior engineer review, a second AI review pass, treating BaaS configuration as code, and assuming the frontend is not a security boundary.

This article covers three AI topics: a 'radical optionality' approach to regulation, neural computers as a new machine form, and economic modeling showing that recursive self-improvement could trigger explosive growth.

From May 2024 to May 2026, the most expensive MacBook Pro stayed at 128 GB of unified memory, yet the smartest open-weight model running on it jumped from a score of 10 to 47 on the Artificial Analysis Intelligence Index—a 4.7× improvement, doubling every 10.7 months, more than twice the pace of Moore's Law. Gains came from sparse mixture-of-experts, aggressive quantization, and reasoning-tuned small dense models.

This article tests three major AI tools (Gemini, ChatGPT, Claude) on their ability to understand video content. Results show Gemini can directly handle YouTube links and local files, performing best; ChatGPT requires Codex for similar tasks, while Claude cannot process videos at all. Tests included silent drone gesture control, science experiment explanation, and walk-and-talk videos.

Ontell is an AI-powered WhatsApp chat tool designed to help businesses automate customer communication and improve efficiency.

Comedy debuts at Versailles featuring dialogue, music, costumes and scenery created with help of AI tool Le Chat. Scholars at the Sorbonne University in Paris used artificial intelligence to help write an experimental play in the style of the 17th century dramatist Molière, more than 350 years after his death.

A tool to publish agent-generated HTML behind company auth. It enables secure sharing of AI-generated web content within organizations.

BaseLedger is a high-integrity, high-performance usage and budget firewall for AI agents. It solves the risk of API budget bankruptcy from concurrent LLM calls using reservation, idempotency, and dead-man’s switch patterns. Built with Scala 3, Pekko, and PostgreSQL.

Agile's core insight of communication loops between stakeholders and developers remains valid in the age of AI, but developers now act as editors or directors of AI coding agents. This shift demands deliberate sync points, disciplined review processes, and attention to cognitive limits, while sustainable pace becomes more critical than ever to prevent burnout from AI-accelerated work.

Five patterns borrowed from human pair programming can transform AI coding assistants from frustrating tools into collaborative teammates, reducing the generation-correction cycle.

Nvidia has signed a $2.1 billion partnership with data center provider IREN, joining a startling wave of multi-billion-dollar AI compute arrangements between tech giants and neocloud vendors.

Decision made to grant US tech firm ‘unlimited access’ to data in project to build integrated platform, according to reports

Explore 10 GitHub repositories that cover templates, examples, guides, authentication tools, microservices, full-stack starters, and machine learning projects to master FastAPI from multiple perspectives.

While Samsung focuses on durability and AI, the new Motorola phone is all about the design. Here's which one is better overall.