Gatekeeping in Open Source: The Scott Shambaugh Story

OpenClaw Explained: Why You Shouldn’t Use It at Scale

OpenClaw is an open-source platform for self-hosted AI assistants, suitable for developers managing AI interactions across multiple channels. While it excels in centralizing AI interactions and providing flexibility, it is not a quick automation layer or a no-code tool. Most implementations fail at scale due to poor architecture, lack of governance, and weak security. OpenClaw makes sense when treated as infrastructure and deployed with proper management, logging, and security. Scalevise integrates OpenClaw within a broader system architecture, ensuring it operates within defined permissions and responsibilities.

Orq.ai Explained: LLM Operations and AI Governance

This article explains Orq.ai, an LLM operations and governance platform designed to help teams manage and control LLM-powered systems in production. It addresses common engineering challenges such as prompt drift, lack of observability, cost control, and compliance.

OpenClaw Automations: Why You Shouldn’t Use Them at Scale

This article from Scalevise explains the concept of OpenClaw Automations, which are lightweight, loosely connected automation workflows that operate with minimal human involvement. It highlights the common use cases and why most OpenClaw setups fail when real scale and responsibility are required. It also discusses the structural weaknesses behind most OpenClaw setups, such as fragile architecture, security and compliance gaps, and poor scalability. The article suggests that OpenClaw-style automations work when the process is narrow and clearly defined, failure impact is low, human review remains possible, and speed of iteration matters more than robustness. However, it warns that businesses often go wrong by confusing OpenClaw workflows with production architecture, leading to operational risks when automations touch revenue, customer communication, personal or sensitive data, and compliance-relevant processes.

OpenAI Frontier for Enterprises: AI Agents at Scale

OpenAI Frontier is a managed platform for enterprise AI agents, designed to enable secure and governed deployment within business workflows. It addresses key challenges in enterprise AI adoption, such as onboarding agents, managing permissions, and ensuring predictable behavior. Frontier shifts the focus from traditional AI chatbots to long-lived agents that can operate within defined boundaries, understand company-specific knowledge, and interact with internal tools and APIs. It provides a centralized platform for creating, deploying, and governing AI agents, emphasizing clear ownership, visibility, and auditability. Frontier is best suited for operational roles where predictability and control are crucial, such as internal support, operations, finance, and compliance.

RentAHuman.ai

Would love to hear people's thoughts on this, very interesting.

Voice Agents for Shopify That Know Your Inventory

This article delves into the practical use of inventory-aware voice agents for Shopify, explaining their architecture, core use cases, and the measurable business value they bring to merchants. It highlights the importance of real-time inventory access, contextual understanding, and the separation of conversation and commerce logic for effective implementation.

A Professor Trusted ChatGPT With 2 Years of Work—Then 1 Click Wiped It All Away

A professor at the University of Cologne in Germany relied on ChatGPT for drafting emails, course descriptions, and other academic tasks, but disabling data sharing led to the permanent deletion of two years of work.

AI Governance for Workflow Automation Compliance

This article explains the importance of AI governance in workflow automation, focusing on how auditors evaluate AI-driven workflows. It emphasizes the need for complete, tamper-resistant audit logs, clear role separation, and justified data retention policies to ensure compliance with regulations like the EU AI Act.

Researchers have developed an AI model that predicts the risk of cancer metastasis with 80% accuracy, a result far superior to existing tools

This how easy to make your own AI dance video.

Mix in your own creativity and know-how, and you can take it as far as you want.

Bill Gates and OpenAI team up for AI health push in African countries impacted by international aid cuts

The Gates Foundation and OpenAI are setting up a $50 million partnership to help several African countries use artificial intelligence to improve their health systems and mitigate the impact of international aid cuts, Bill Gates said on Wednesday. The partnership, called Horiz

HD Hyundai makes its AI bet official at Davos with expanded Palantir deal

HD Hyundai is expanding its partnership with Palantir at Davos, integrating AI into its shipyards, factories, energy systems, and robotics. The collaboration, which began in 2021, has evolved from pilot projects to a group-wide infrastructure. HD Hyundai aims to use AI for smarter coordination, better energy systems, and improved operations, positioning itself for future competitiveness.

How To Advertise on ChatGPT Go: Prepare your Ads Now!

This article discusses how advertising will be introduced to the ChatGPT Go variant, a more affordable and accessible version of the platform. It highlights the shift in OpenAI's stance on advertising, the principles guiding its implementation, and how businesses can prepare for this new advertising channel. It emphasizes the importance of context, relevance, and trust in advertising within conversational AI.

AI Chatbots Are Breaking Kids’ Hearts & Minds

Experts warn AI companion chatbots foster dangerous emotional bonds in children, linked to suicides and lawsuits. Congress pushes for federal oversight and age bans to protect youth mental health.

Scientists demonstrate first-time use of AI for genetic circuit design

The technique is called CLASSIC — an acronym for “combining long- and short-range sequencing to investigate genetic complexity.” It not only makes finding useful DNA designs — or “genetic circuits”— much faster, but it also creates datasets of unprecedented scale and complexity —

EU AI Act 2026: New Rules for Training Data and Copyright

Starting in 2026, the EU AI Act will enforce strict transparency and accountability rules for AI companies in the European Union. Key changes include public disclosure of training data sources, respect for copyright opt-outs, and mandatory labelling of AI-generated content. These regulations aim to prevent misinformation, protect creators' rights, and ensure AI systems are explainable. Businesses should audit their data sources, document their processes, and prepare to label AI outputs to comply with the new rules.

NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI

NVIDIA and Eli Lilly have announced a new AI co-innovation lab focused on applying AI to tackle challenges in the pharmaceutical industry. The lab will bring together Lilly’s expertise in drug discovery with NVIDIA’s leadership in AI and accelerated computing to accelerate medicine development.

AI Agents Are Scaling Fast! Why Governance Is Falling Behind

This article discusses the rapid scaling of AI agents in enterprise environments and highlights the governance gap that is emerging as a result. While AI agents are becoming integral to business operations, many organizations lack the necessary governance frameworks to manage these autonomous systems effectively. This gap poses significant risks, including security vulnerabilities, compliance issues, and operational unpredictability. Effective AI agent governance involves defining ownership, enabling transparency, embedding security controls, and aligning with enterprise risk frameworks.

Apple Integrates Gemini into iOS and Siri

Apple integrates Google Gemini into iOS and Siri, enhancing system-level intelligence. This partnership extends Apple Intelligence with advanced reasoning, multimodal understanding, and rapid model iteration. For users, it means smarter voice interactions and cross-app contextual reasoning. Developers benefit from new opportunities for app intelligence and reduced need for custom AI infrastructure. Apple maintains control over privacy and data, ensuring user consent for third-party model usage. This collaboration positions iOS as a privacy-conscious AI platform, distinct from Android.

Elon Musk's X to block Grok from undressing images of real people

Elon Musk's X has announced that its AI tool Grok will no longer allow users to remove clothing from images of real people in jurisdictions where it is illegal, following widespread concern over sexualized AI deepfakes. The UK government and regulator Ofcom have welcomed the move, but their investigations into whether the platform broke UK laws remain ongoing. Victims and campaigners have criticized the platform for the delay in implementing these changes, noting the harm that has already been done. X has also announced that only paid users will be able to edit images using Grok, adding an extra layer of protection to ensure those who try to abuse the tool are held accountable.