Joyce Shen’s picks: musings and readings in AI/ML, November 18, 2024

5-minute weekly must-read on data science and artificial intelligence news, funding, and research, curated by Joyce Shen.

📌 Musings and Readings 

“The mental health implications of artificial intelligence adoption: the crucial role of self-efficacy” (Nature)

“OpenAI Readies ‘Operator’ Agent With eCommerce, Web Browsing Capabilities” (Payments)

“Explore Beyond GenAI on the 2024 Hype Cycle for Artificial Intelligence” (Gartner)

“AI Is Ready for a Bigger Role in Financial Analysis” (Chicago Booth)

“Fintech, AI, and the Changing Financial Landscape” (Federal Reserve Bank Philadelphia)

👏 Deals

Conflixis, a TX-based startup developing a risk engine by using analytics and machine learning to help healthcare organizations assess the impact of conflicting financial relationships on medical and operational decisions, has raised $4.2m in seed financing.

UnifyApps, a New York-based company building a unified enterprise platform to connect enterprise data for GenAI readiness, has raised $20m in series A financing.

Cogna, a London-based company that helps industries streamline complex processes, manual tasks, and fragmented data to resolve inefficiencies, has raised $15m in series A financing.

Talli, a New York-based startup building an AI-driven platform to simplify payment processes, lower administrative costs, and improve financial transparency for legal businesses, has raised $4m in seed financing. 

Connecty AI, a CA-based startup developing a context engine with complex data and transforming the fragmented information into a cohesive graph, has raised $1.8m in pre-seed financing.

Zengines, a Boston-based company developing AI-driven data management software to automate end-to-end data conversion for seamless migration to new applications, systems, or services, has raised $9m in financing.

Vatn Systems, a RI-based company building autonomous underwater vehicles to empower military and defense operators to execute missions more efficiently, has raised $13m in seed financing.

Camouflet, a CA-based startup building pricing platform to help businesses adapt to market shifts in real-time, optimizing profitability and competitiveness, has raised $3m in seed financing.

Fastino, a CA-based startup focusing on delivering precise, user-friendly, and controllable LLMs through the system designed for enterprise applications, has raised $7m in pre-seed financing.

Zeplyn, A New York-based company developing an AI meeting assistant to help financial advisors and wealth management firms convert unstructured conversations into accurate notes, has raised $3 million in seed financing.

SurePath AI, a Denver-based startup building a platform to oversee GenAI solutions, monitors usage, reduces risks, and regulates access to enterprise data, has raised $5.2m in seed financing.

Gitai, a CA-based startup specializing in space robotics for constructing and maintaining satellites, space stations, lunar bases, and Mars cities, has raised $15.5m in financing.

TestSprite, a WA-based company developing testing tools for GenAI coding to streamline manual testing to accelerate development, has raised $1.5m in pre-seed financing.

Impilo, a PA-based healthcare tech startup building a digital platform to streamline virtual care management, covering device support and patient engagement for remote care delivery, has raised $11.5m in series A financing.

Vaulted Deep, a TX-based climate tech company using geologic slurry injection to permanently remove carbon dioxide, has raised $32.3m in series A financing.

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