AIQ Rank measures AI fluency based on real usage of tools like Claude Code, Cowork, Codex, Cursor, and OpenCode. All data stays on your machine. Free for individuals, with a private beta for companies.

PaidSync is an AI-powered ad management tool that lets you manage Google Ads, Meta Ads, TikTok Ads, and LinkedIn Ads through conversational AI assistants like Claude and ChatGPT. It offers instant account audits, cross-platform optimization, and full campaign lifecycle management.

This post demonstrates how to build a multimodal retrieval system for aerospace manufacturing documents using Amazon Nova Multimodal Embeddings on Amazon Bedrock and Amazon S3 Vectors. It compares text-only vs multimodal pipelines on 26 manufacturing queries, showing multimodal embeddings significantly improve retrieval of visual information from diagrams, charts, and images.

Baidu's Ernie 5.1 uses just a third of its predecessor's parameters and reportedly cost only six percent of what comparable models require to pre-train. That's possible thanks to a "Once-For-All" approach that extracts smaller sub-models from a single training run. On the Search Arena leaderboard, Ernie 5.1 ranks 4th globally, behind two Claude Opus variants and GPT-5.5 Search.

This guide shows how to draft your first ESDM (Event-Sourced Domain Modeling) model with the help of an AI coding agent, instead of writing every .esdm.yaml file by hand. By the end you'll have a complete, lint-clean model produced through a short conversation with the agent.

Miro partnered with the AWS PACE team to develop BugManager, an AI-powered solution for automated bug triaging using Amazon Bedrock. By combining RAG, multimodal understanding, and optimized prompting, BugManager achieved six times fewer team reassignments and five times shorter time-to-resolution, significantly improving developer productivity and product quality.

McKinsey research shows companies capture less than one-third of expected value from digital investments due to not starting with customer needs. This article introduces 'customer-back engineering,' where customer experience is prioritized and technology solutions are built backward from it. Capital One's practices like empathy sessions, embedded support, ride-alongs, and hackathons bring engineers closer to customers. AI accelerates innovation, exemplified by the multi-agent AI framework Chat Concierge for car buying. The article also emphasizes an AI-first mindset with high-quality data, rebuilt workflows, and cross-functional teams.

A browser designed specifically for AI coding agents, serving as an alternative to Playwright or pencil.dev, demonstrated in a video.

Project44 launches Autopilot, an AI-powered logistics operating system that uses a visual workflow canvas to let AI agents autonomously respond to real-time logistics signals. It includes 40 pre-built workflows, requires no prompt engineering or TMS integration, and early customer Eastman Chemical has used it to expand into APAC.

Crade AI is a desktop AI assistant for Mac and Windows that sees your screen, eliminating the need to copy-paste or upload screenshots. Just ask a question and get answers for bugs, Excel formulas, German invoices, and more. Free tier offers 200 credits/day, Pro at $7.99/mo provides 1000 credits and smarter AI.

OfficeOS is an open-source platform for deploying, hosting, and managing fleets of AI agents. It features a unified dashboard, fast agent launch, virtual environments, attached browsers, persistent memory, credential management, and more, with support for Docker Compose and Kubernetes deployment.

An investigation reveals that eight Chrome extensions with over 7 million combined installs are scraping AI chat content or have the capability to do so. Most carry Google's 'Featured' and 'Verified' badges and are owned by data brokers and analytics companies. The article details each extension's behavior and offers user advice.

For the first time, Google has detected and disrupted a zero-day exploit developed with AI assistance, which could have bypassed two-factor authentication on a web-based administration tool. Researchers found AI fingerprints in the exploit code, including hallucinated CVSS scores and textbook formatting.

This article discusses how to implement an infrastructure for measuring and controlling overly verbose LLM responses.

Amazon Quick introduces five new capabilities to accelerate AI-powered insights from enterprise data: Dataset Q&A for natural language querying across full datasets with governance, Explanations for full reasoning chain transparency, Semantic Enrichment to teach AI business vocabulary, AI-powered dashboard generation that creates multi-sheet dashboards in minutes, and real-time data access via Direct Query on S3 Tables for lake-first architectures. These features reduce time to insights from days to minutes while maintaining trust and governance.

Google Threat Intelligence Group (GTIG) reports the first observed instance of a threat actor using an AI-developed zero-day exploit for a 2FA bypass. The report also details state-sponsored actors leveraging AI for vulnerability research, AI-augmented malware, and supply chain attacks targeting AI environments.

At the University of Central Florida commencement, graduates booed speaker Gloria Caulfield when she called AI the "next industrial revolution," with someone yelling "AI SUCKS!"

LockedCode is a security-hardened fork of OpenCode, adding a comprehensive security layer between the LLM's intent and the agent's execution. It includes static scanning, shell command interception, outbound DLP, prompt injection detection, dependency vetting, and an immutable audit trail, all with zero performance overhead. Designed for enterprises using self-hosted or open-source models, it enforces security at every layer—writes, executes, sees, reads, installs, and extends—and provides governance features such as policy engine, trust scoring, model provenance tracking, and compliance reports.

VibeServe explores using AI agents to generate custom LLM serving systems for each model, hardware, and workload combination, matching vLLM in standard deployments and achieving gains in specialized scenarios.

AI benchmarks are standardized tests that define progress in model capabilities, but scores can be misleading due to contamination, saturation, and reward hacking. This article explains the pipeline, common pitfalls, and how to evaluate trustworthy scores.

Shopify's internal coding agent tool, River, operates entirely in public on Slack, fostering osmosis learning by making work visible. This mirrors Midjourney's early use of public Discord channels for prompt sharing.

Interactive deep learning book with code, math, and discussions. Implemented with PyTorch, NumPy/MXNet, JAX, and TensorFlow. Adopted at 500 universities from 70 countries. Forthcoming on Cambridge University Press. Chinese version is a bestseller.

OpenAI is building a consulting and implementation business. The 'OpenAI Deployment Company,' internally called DeployCo, is a majority-controlled subsidiary designed to help companies integrate AI systems into their core operations.

Objo Studio is a cross-platform desktop application development tool that uses a modern BASIC-like language called ObjoBasic. It features a visual designer, powerful debugger, one-click deployment, optional AI assistant, and supports macOS, Windows, and Linux from a single codebase.

This article explores the transformation of AI in software security: from generating low-quality bug reports ("slop") to providing truly useful signals. With advances in models like Anthropic's Claude Mythos, AI can now identify chained vulnerabilities, even leading to the model being withheld from public release. Open source projects like curl, Mozilla, and the Linux kernel have noticed this shift. However, the surge in reports outpaces fix capacity, and attackers may also leverage AI. The article concludes with advice on keeping software updated and being cautious about phishing.

Find-and-fix security once made sense, but AI-assisted development, continuous deployment, and exploding vulnerability backlogs are changing the rules. The old application security playbook is breaking down fast.

A Chinese court ruled in favor of a tech worker who was wrongfully dismissed after being replaced by AI, setting a precedent for labor rights protection in the age of artificial intelligence.

OpenAI faces a lawsuit alleging ChatGPT assisted a Florida State University mass shooter with gun operation and planning. Florida's attorney general has launched a criminal investigation, comparing the AI to an accomplice. The case reflects growing legal challenges against AI chatbots.

Secure software starts before coding begins. Threat modeling, safer defaults, dependency hygiene, and developer workflow guardrails can help prevent vulnerabilities.

Sinceerly is a Chrome extension that humanizes AI-generated emails, removing common AI phrases and adding subtle imperfections to make them sound natural.