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Sam Jenkins, Managing Partner at Punchcard Systems, has spent more than two decades working at the intersection of technology, entrepreneurship, and organizational transformation. Since co-founding Punchcard Systems in 2016, he has helped guide the company’s growth while advising organizations on digital workplace strategy, custom software, artificial intelligence, and emerging technologies. His earlier experience includes co-founding…

Why it matters: Post-training quantization for edge AI: how INT8 and INT4 shrink models 4-16x, what accuracy costs, and how to deploy fast with GPTQ, AWQ, and GGUF.

Why it matters: Mixture of experts small models explained: how sparse activation, active versus total parameters, and routing deliver capable AI at low compute cost.

Why it matters: Most sleep score tools hide their math. See the actual weighting, the accuracy data behind it, and when a low score means calling a doctor.

Moshe Sambol, VP of Customer Solutions at Lightrun – brings more than two decades of experience spanning software engineering, architecture, cloud infrastructure, and customer-facing technical leadership. Before joining Lightrun in 2022, he spent nearly a decade at Google, where he held several leadership positions, including Cloud Customer Engineering Manager, helping organizations adopt and scale Google…

Flagler Health has raised $50 million in Series B funding as the healthcare technology company looks to expand its artificial intelligence platform across the U.S. musculoskeletal care market. The round was led by Bessemer Venture Partners, with participation from SignalFire, Alumni Ventures, Streamlined, 186 Ventures, Proof VC, Tribeca Ventures, and Offscript. The financing brings Flagler…

For years, discussions around artificial intelligence have centered on capability. Can AI write better content? Can it automate customer interactions? Can it improve productivity, detect fraud, analyze data, and support better decisions? Today, those questions are becoming less relevant. AI is already doing these things. The more important question is whether people trust it. According…

Anthropic has confirmed it will embed imperceptible watermarks into text generated by Claude models launched in the EU on or after August 2, 2026 and attach digitally signed provenance metadata to generated files, laying out the commitment in a new support page detailing its compliance plan for the EU AI Act’s transparency obligations, which became…

A colleague who forgot every prior conversation the moment it ended would not last long in most jobs. Yet a lot of business AI works exactly that way. The session closes and the context disappears with it. A consumer firing off one-off questions may barely notice, but a company running a process that lasts longer…

Earlier this year, Google introduced the Universal Commerce Protocol (UCP), an open standard designed to enable AI agents, businesses, and payment providers to communicate and transact through a shared framework. Then came Universal Cart, the company’s new intelligent shopping hub that brings products from across its ecosystem into a single, AI-powered destination. If you rewind…