A comprehensive guide on how to maintain tool selection accuracy in AI agents as the tool catalog scales, covering techniques like gating, retrieval-based selection, semantic routing, planning, fallback logic, and benchmarking.

The FCA's landmark review warns that AI will amplify cyber-crime and fraud risks, and urges ministers to toughen the City regulator's powers to protect consumers.

Researchers from Oxford and Potsdam universities found that AI tools used to redraft messages on sensitive political topics inject political biases, which could spread rapidly and reshape long-term public opinion.

China's new AI companion regulations take effect July 15, requiring anti-addiction systems, mandatory notifications, and instant exit mechanisms. Major apps like Doubao and Qwen have shut down companion features to comply, sparking user backlash over data loss.

This article presents a proposal called TLBIC (Town-Level Basic Income Coin) that leverages AI to address despair through localized basic income. Full details are available in the attached PDF.

SvelteChatKit is a universal, provider-agnostic AI chat UI kit for SvelteKit that supports OpenAI, Ollama, Dify, and custom backends through a unified interface, featuring streaming, persistence, markdown rendering, and a zero-config demo mode.

This article describes how to use AI assistants like Gemini and Kilo Code to quickly find API endpoints, parameters, and whether an API key is required. It provides an example using the CoinGecko API to fetch Bitcoin price in ZAR on the VALR exchange, showing curl commands for both free and pro tiers. The author advocates relying on AI over manual doc reading, with a security note about using environment variables for API keys.

A private, intelligent AI journal app that supports text, voice, links, and more. Automatically categorizes and tags entries, syncs across platforms, and allows data export or deletion anytime. Your data is never used for AI training.

Sakana AI launches Sakana Translate, a new feature in Sakana Chat powered by Namazu, its model series adapted for Japanese. It handles bidirectional translation between Japanese, English, and Chinese with three modes: Translate, Proofread, and Ask. Available for free as a web app.

PAI is a personal assistant AI for Mac that follows Unix/Linux philosophy, drops LLM into terminal, avoids polling, and manages calendars and emails.

This paper from NUS and UC Berkeley explores the near-term possibility of AI agents that can economically sustain and replicate themselves without human intervention. It defines self-sovereign agents (SSAs) and outlines three core mechanisms: economic, replication, and adaptation loops. The authors discuss societal implications including economic displacement, security risks, and governance challenges, and propose a four-level roadmap for assessing progress toward fully self-sovereign systems.

Venice AI raises $65M Series A, achieving unicorn status. Its privacy-first platform allows users to freely use AI models without restrictions while preserving privacy.

Edgee AI introduces Compressor V2, a compression layer for LLM agents that uses three orthogonal strategies to reduce token consumption. On coding workloads, the Brevity strategy alone achieves a median ~30% cost reduction with statistical significance. The article covers the rationale, methodology, experimental design, and results.

RNet is an AI-powered credit wallet designed for everyday users, aiming to simplify credit management with intelligent features.

Loomadesign.ai offers an AI-powered product photography suite for Amazon sellers, with pricing tiers including a $39.5/month high tier that provides 8,000 credits, active queues, watermark-free downloads, and more.

Excalibur is an open-source (Apache-2.0) AI coding agent for product engineers that covers the full product cycle—discover, build, verify, ship. Features include an immutable event log for time-travel, a discovery gate to evaluate ideas before coding, a local web dashboard, multi-model support, safety defaults, and an enterprise edition.

Suspicions grow in Lanarkshire that local people have been misled on supposed benefits of the huge development.

The Guardian has examined government plans for AI growth zones, finding that a flagship Scottish AI datacentre project run by renewables and creating thousands of jobs is not achievable by 2030. A source described the plans as at best unclear and at worst “complete bunk”.

EdgeBench is a benchmark of 134 real-world tasks for evaluating how autonomous AI agents learn from real-world environments over extended interactions. It tracks performance for 12+ hours per task, revealing a log-sigmoid scaling law (R²=0.998). Tasks span scientific & ML, systems & SE, optimization, knowledge, formal reasoning, and games. Leading models like Claude Opus 4.8 and GPT-5.5 show continuous improvement with more interaction time.

CachePilot is a drop-in caching proxy for AI APIs that reduces latency and costs by caching common responses. It charges only 20% of the savings, providing a simple and efficient optimization.

ByteDance's Doubao and Alibaba's Qwen LLMs announced they will shut down personalized AI agent features on July 15 to comply with new government regulations. The move aims to enhance safety, prevent abuse by third parties, and reduce investment in less viable businesses. The shutdown coincides with the enforcement of interim measures for AI-powered personified interactive services, which require anti-addiction systems, minor identity verification, and strict content review. Despite the removal, the AI agent market is expected to grow explosively.

A new tool called 'Catalog Doorman' simulates how AI shopping agents check product data completeness. It shows that incomplete product data can lead to being ignored by AI agents, even if the product and price are right, resulting in lost sales opportunities. The tool is a dramatization, not a certified test.

Clone is an AI ad cloning tool that lets fashion brands swap their products into proven viral reels. Each video costs $10 and takes 15 minutes to generate, with no subscription. By rebuilding a viral reel frame-by-frame with the user's products, Clone reduces the risk of ad creative testing.

Zoho Tables is a no-code spreadsheet-database hybrid with AI brains to organize work, automate workflows, and collaborate in real time.

Release candidate 3 of sqlite-utils 4.0 adds compound foreign key support and case-insensitive column name handling. Stable release delayed as changelog expanded.

A lawsuit over unpermitted gas turbines powering xAI's data center tests the U.S. government's authority over air pollution. The DOJ intervened citing national security, potentially expanding executive power and limiting citizen enforcement of the Clean Air Act.

Sakana AI has added Sakana Translate to Sakana Chat. It runs on the Namazu model series. The tool translates bidirectionally across Japanese, English, and Chinese. Three modes ship together: Translate, Proofread, and Ask. This article breaks down each mode, the XCOMET-XL benchmark, and practical use cases.

Modern Vision Language Models (VLMs) combine vision and language to understand images and text. This article explains how GPT-4o, Gemini, Claude Vision, and Qwen-VL work, their key differences, strengths, and limitations.

Open Science is an open-source, local-first AI workbench for scientists that integrates literature, code, figures, and reports into a reproducible workflow. It is a model-agnostic alternative to Claude Science with built-in scientific skills, artifact provenance, and traceability review, ensuring transparent and verifiable research.

The author forked the open-source Chrome Dino Game to create Vibedino, allowing users to modify game mechanics via AI prompts, such as making the dino front-flip or adding a hard mode.