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Applied AI·July 15, 2026·1 min read

Governments, companies, nonprofits should invest in free, open source AI [pdf]

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A public call for governments, companies, and nonprofits to fund free, open-source AI reframes OSS models as digital public goods, not just hobby projects. If you’re building on closed APIs, assume procurement, compliance, and ecosystem pressure will grow for open alternatives—start mapping where an OSS model could de-risk vendor and policy exposure.

Applied AI

5 amazing tools built with GPT-5.6 that people are showing off to Sam Altman — from a wardrobe assistant to Pokémon Go for cats

The fact that a wardrobe assistant and Pokémon Go for cats are credible GPT‑5.6 demos shows how low the barrier is for niche, playful agents—consumer attention is the scarce resource, not model access. For product teams, the bar shifts from “can we build this?” to “does this wedge us into a durable habit or data loop before clones appear?”

Applied AI

Cadence unveils AuraStack AI Super Agent, an AI platform for PCB and advanced chip packaging design, with Nvidia, TSMC, and Schneider Electric among early users

AI agents are moving into the heart of hardware design—Cadence putting AuraStack on PCB and advanced packaging with Nvidia and TSMC as users means AI is now in the critical path of chip infra. If you build hardware, start mapping which design stages can be agent-augmented and how you’ll validate AI-driven layouts before tape-out.