Fast Company's collection of 13 stories showcases American ingenuity, from space flight to Google DeepMind, highlighting the country's innovative spirit. The stories feature iconic figures like Steve Jobs and companies like Disney, Patagonia, and Reddit. This compilation celebrates the 250th anniversary of the signing of the Declaration of Independence, demonstrating America's long history of innovation and its continued impact on the world.

Microsoft Research introduces Memora, a harmonic memory representation that balances abstraction and specificity, enabling AI agents to recall past interactions and scale capabilities. This innovation outperforms existing models, using up to 98% fewer context tokens. Memora sets new state-of-the-art on LoCoMo and LongMemEval benchmarks.