The Exchange Daily – December 8, 2025



New York Times vs Perplexity AI raises stakes for copyright and AI governance

The New York Times is testing where courts will draw the line on AI training and answer engines by suing Perplexity AI for allegedly copying and republishing millions of its articles without permission, including paywalled content. The complaint also accuses Perplexity of fabricating stories while displaying Times branding, pulling the legal conversation beyond scraping and into product design and output liability.

For technology and security leaders, this case is a live rehearsal of your own exposure when you mix internal, licensed, and public data into AI systems that generate answers rather than links. It raises questions about how you document the provenance of training data, respect robots.txt and paywalls, govern retrieval-augmented generation, and handle takedown or correction requests when an AI system gets things wrong at scale.

Sources:

* https://www.reuters.com/legal/litigation/new-york-times-sues-perplexity-ai-infringing-copyright-works-2025-12-05/ (https://www.reuters.com/legal/litigation/new-york-times-sues-perplexity-ai-infringing-copyright-works-2025-12-05/?utm_source=chatgpt.com)

* https://techcrunch.com/2025/12/05/the-new-york-times-is-suing-perplexity-for-copyright-infringement/ (https://techcrunch.com/2025/12/05/the-new-york-times-is-suing-perplexity-for-copyright-infringement/?utm_source=chatgpt.com)

* https://www.medianama.com/2025/12/223-new-york-times-perplexity-ai-copyright-infringement-false-attribution/ (https://www.medianama.com/2025/12/223-new-york-times-perplexity-ai-copyright-infringement-false-attribution/?utm_source=chatgpt.com)

DOE’s AMP2 biotech platform shows Genesis Mission turning into AI infrastructure

At Pacific Northwest National Laboratory, the Department of Energy has switched on the Anaerobic Microbial Phenotyping Platform (AMP2). This largely autonomous biotech system combines robotics and AI to accelerate microbial research. DOE is framing AMP2 as a flagship early project under the Genesis Mission national AI science agenda and as a prototype for even larger autonomous lab infrastructure.

For CIOs and CTOs working in regulated research and production environments, AMP2 is a reference design for an AI factory that blends autonomous labs, safety controls, and human oversight. It’s a reminder that AI strategy isn’t just about software and cloud models anymore, but about how you connect those models to physical systems, data acquisition, and compliance workflows in a way that regulators and boards can live with.

Sources:

* https://www.energy.gov/articles/energy-department-launches-breakthrough-ai-driven-biotechnology-platform-pnnl (https://www.energy.gov/articles/energy-department-launches-breakthrough-ai-driven-biotechnology-platform-pnnl?utm_source=chatgpt.com)

ServiceNow’s CA$110 million bet on AI infrastructure for Canada’s public sector

ServiceNow is putting down 110 million Canadian dollars to support AI adoption across Canada’s public sector, pairing Canadian-hosted AI-ready infrastructure with a new national Center of Excellence and roughly one hundred new high-skilled jobs. The company is positioning this as a way for government agencies to run AI workloads on the Now platform while keeping data residency and sovereignty requirements front and center.

For public sector and highly regulated enterprises, this move is a signal of where large platforms are heading as governments demand more control over where AI runs and how telemetry is shared. It offers a template for the kinds of commitments you can seek in multi-year AI contracts, including local hosting, dedicated governance teams, and shared responsibility models that reach beyond traditional SaaS boundaries.

Sources:

* https://www.businesswire.com/news/home/20251208982450/en/ServiceNow-Makes-Major-Multi-Year-Investment-to-Enable-AI-Adoption-at-Scale-Across-Canadas-Public-Sector (https://www.businesswire.com/news/home/20251208982450/en/ServiceNow-Makes-Major-Multi-Year-Investment-to-Enable-AI-Adoption-at-Scale-Across-Canadas-Public-Sector?utm_source=chatgpt.com)

* https://www.investing.com/news/company-news/servicenow-to-invest-ca110-million-to-boost-canadas-public-sector-ai-93CH-4395467 (https://www.investing.com/news/company-news/servicenow-to-invest-ca110-million-to-boost-canadas-public-sector-ai-93CH-4395467?utm_source=chatgpt.com)

* https://www.streetinsider.com/Corporate+News/ServiceNow+invests+CA%24110+million+in+Canada+public+sector+AI+infrastructure/25708813.html

Monday AI Market Maker: Imper.ai’s 28 million dollar launch to fight AI impersonation

Imper.ai stepped out of stealth with 28 million dollars in funding to build a real-time defense layer against AI-driven impersonation, from deepfake video calls to synthetic voice and chat. Its pitch is to sit across collaboration and communication channels, fusing signals from identity, devices, behavior, and content to flag h…

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