ElevenLabs launches conversational AI while Emergent deploys Wingman

Key Takeaways

• The Santa Fe County Sheriff's office is seeking Clearview AI facial recognition software for a $17,100 one-year pilot program, facing privacy concerns from county commissioners.
• The Douglas County Sheriff's Office uses the TimePilot AI platform to accelerate criminal investigations by analyzing evidence and creating timelines, with human oversight remaining essential.
• The 2026 Axxess Growth, Innovation and Leadership Experience (AGILE) conference will focus on responsible AI adoption, oversight, and ethical decision-making in home health, hospice, and home care.
• ElevenLabs has launched a conversational AI platform featuring agents that engage customers in over 70 languages to improve industry efficiency and automate routine tasks.
• Indian startup Emergent introduced Wingman, an AI agent operating via messaging apps like WhatsApp and Telegram, designed to handle routine tasks with user approval and 'trust boundaries'.
• Venture capitalist Ben Horowitz highlights a split in AI anxiety: founders fear obsolescence, while workers fear job replacement, leading some to avoid AI tools.
• AI readiness training often fails due to poor change management, requiring clear policies, collaboration, and a phased approach to address employee concerns.
• AI enhances national security by processing vast data and identifying patterns, but human analysts are still crucial for interpretation, context, and critical decision-making.
• The 'black box' problem in complex AI models, like large language models, signifies a lack of transparency regarding how decisions are reached, prompting calls for better interpretability.
• AI-powered chatbots are transforming e-commerce by offering personalized shopping experiences, 24/7 support, and addressing issues like cart abandonment.

Sheriff seeks controversial Clearview AI facial recognition

The Santa Fe County Sheriff's office wants to subscribe to Clearview AI's facial recognition software for a one-year pilot program costing $17,100. Sheriff Adan Mendoza believes the technology will help investigators identify suspects quickly. However, county commissioners have concerns about how the software will be used and how Clearview AI might handle the sheriff's office data. Commissioners have asked for more information on policies and terms of use before approving the request, citing privacy and potential misuse concerns.

Colorado Sheriff's Office Uses AI Tool for Investigations

The Douglas County Sheriff's Office is using an AI platform called TimePilot to help speed up criminal investigations. This tool analyzes evidence, organizes information, and creates timelines and summaries, especially useful for complex cases like homicides and cold cases. TimePilot helps investigators quickly find specific details within large amounts of data, such as old reports or body cam videos. Officials emphasize that the AI tool assists investigators but does not solve crimes or identify suspects on its own, requiring human analysis.

2026 AGILE Conference Focuses on AI in Home Care

The 2026 Axxess Growth, Innovation and Leadership Experience (AGILE) conference, held May 4-6 in Dallas, will address how leaders in home health, hospice, and home care can responsibly adopt artificial intelligence. With AI increasingly used in healthcare, the conference aims to help leaders understand AI systems, strengthen oversight, and ensure compliance. Sessions will cover evaluating AI tools, internal controls, and ethical decision-making to manage complexity and risk in the care at home sector.

2026 AGILE Conference Addresses AI in Home Care

The 2026 Axxess Growth, Innovation and Leadership Experience (AGILE) conference, taking place May 4-6, will focus on how leaders in home health, hospice, and home care can manage the growing complexity and regulatory scrutiny of artificial intelligence. The event aims to equip leaders with the knowledge to responsibly apply AI technology while strengthening oversight and accountability. Discussions will cover navigating AI's increasing role in healthcare operations and ensuring ethical technology governance.

Ben Horowitz: AI Anxiety Divides Founders and Workers

Venture capitalist Ben Horowitz identifies two main AI anxieties: founders fear their companies will become obsolete due to rapid AI advancements, while workers fear AI will replace their jobs. Horowitz explains that AI has drastically shortened execution timelines, making traditional business advantages like capital and customer lock-in less effective. He notes that workers' fear of becoming irrelevant, or FOBO, leads them to avoid AI tools, paradoxically hindering their productivity and widening the gap with those who adopt AI.

India's Emergent Launches AI Agent Tool Wingman

Indian startup Emergent, known for its vibe-coding platform, has launched Wingman, an AI agent designed to handle routine tasks across various tools and workflows. Wingman operates through messaging apps like WhatsApp and Telegram, allowing users to assign and monitor tasks via chat. The AI agent connects to tools such as email and calendars, performing actions autonomously but seeking user approval for significant steps. Emergent aims to differentiate by integrating Wingman into familiar messaging platforms and introducing 'trust boundaries' for safety.

AI Readiness Training Fails Due to Poor Change Management

Experts state that AI readiness training often fails because companies neglect proper change management, not because employees are unwilling. Reports show many employees cannot apply AI training to their jobs or are too busy with manual tasks to learn. Experts advise setting clear AI use policies, providing collaboration spaces for discussion, and addressing employee concerns about job security and AI's impact. A phased approach to AI adoption is recommended over one-off training sessions.

AI Enhances National Security, Doesn't Replace Analysts

Artificial intelligence is changing how national security missions are performed, not replacing human analysts, according to experts. AI excels at processing vast amounts of data and identifying patterns at speeds humans cannot match, flagging anomalies in areas like satellite imagery or network data. However, humans are still crucial for interpreting these patterns, understanding context, and making critical decisions. While AI significantly aids cyber teams by detecting threats, human professionals remain essential for investigation and neutralization.

ElevenLabs Launches Conversational AI Platform

Voice AI company ElevenLabs has introduced a new platform for deploying conversational AI agents designed to improve industry efficiency. These AI agents use natural language processing and machine learning to engage with customers across multiple channels and over 70 languages. The platform aims to automate routine tasks, reduce response times, and free up human teams for more complex issues. ElevenLabs emphasizes natural-sounding responses and adaptive communication models for a better user experience.

Understanding AI's 'Black Box' Problem

The complexity of modern AI models, like AlexNet and large language models, has created a 'black box' problem where even creators don't fully understand how they arrive at decisions. These AI systems use vast neural networks with billions of functions, making it difficult to trace the exact rules they follow. This lack of transparency raises concerns about interpretability and the need for researchers to develop methods to understand how these powerful AI systems function.

Blogger Details AI Use for Civic Journalism

A blogger shares a more accurate account of how they use AI for civic journalism on Northfield.org, distinguishing between cognitive offloading, outsourcing, and surrender. The author explains that using AI for tasks like drafting based on pre-formed opinions is closer to offloading, while asking AI for frames before forming an opinion is outsourcing. They emphasize the importance of transparency and self-awareness to avoid cognitive surrender, where one loses the ability to evaluate AI-generated results.

AI Chatbots Revolutionize E-commerce Shopping

AI-powered chatbots are transforming e-commerce by offering personalized shopping experiences and addressing challenges like cart abandonment. These chatbots understand natural language, learn customer preferences, and provide tailored recommendations and 24/7 support. They help overcome issues like unexpected costs or complex checkouts by offering discounts or simplifying the process. As AI technology advances, it promises even more sophisticated automated shopping experiences, enhancing customer loyalty and sales.

Sources

• Sheriff's office seeks powerful facial recognition tech from controversial Clearview AI
• Colorado sheriff's office uses AI tool to help with criminal investigations
• 2026 AGILE To Address Artificial Intelligence and Growing Complexity Facing Care at Home Leaders
• 2026 AGILE To Address Artificial Intelligence and Growing Complexity Facing Care at Home Leaders
• a16z’s Ben Horowitz sees ‘AI anxiety’ consuming Silicon Valley founders. Workers’ fear of something else is killing adoption
• India's vibe-coding startup Emergent enters OpenClaw-like AI agent space
• Why AI readiness training fails
• AI and National Security: Let’s Break It Down (Purple Dinosaur Style)
• ElevenLabs Introduces Conversational AI Platform for Industry Efficiency
• Why It’s Crucial We Understand How A.I. ‘Thinks’
• A more accurate account of how I use AI for Northfield.org
• AI Chatbots Are Revolutionizing E-commerce