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The recent drama at OpenAI, where CEO Sam Altman was briefly dismissed by the board of directors only to be rapidly reinstated, has sparked discussion about the company prioritizing profits over its original nonprofit mission.


In fact, no company is purely profit-driven, nor should they be. While profits are paramount to survival in the competitive marketplace, they should always be pursued with a degree of social responsibility. What that means will of course vary from person to person and context to context. Still, profits act like a guardrail that prevents managers of organizations from over-indulging their passions. OpenAI’s strict reversal in recent weeks is a clear-cut example of this.

The embrace of capitalism and the pursuit of profits is not just a pragmatic choice to satisfy investors. It will make OpenAI better at achieving its mission of safe and responsible AI, by curtailing the worst excesses of those with power within the company. In a world where artificial intelligence may hold the key to our future, profit isn’t just good, it’s essential for ensuring progress stays on track and remains ethical.

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How much stress do pipes undergo when a liquid flows through them, and how does it depend on the degree of curvature of the pipe?

Bends in pipes are especially crucial, for example in the aortic arch that connects to the left ventricle of the human heart. Piping systems in industrial plants often include bends of 90 degrees or more, can be helical, and can even have 180-degree bends. Fluid mechanists in Sweden have analyzed in such pipes with a 180-degree bend. Their research is published in the journal Physical Review Fluids.

Bends in pipes are different than their straight sections because, in the curved sections, there are outward centrifugal forces due to the inertia of the liquid inside. That force is balanced by a pressure gradient from the outer wall of the to the inner wall. Because the fluid velocities in an imaginary slice through the pipe will not be equal in the curved section—for example, the velocity near the outer wall of the pipe will be greater than near the inner wall—a secondary pattern, besides the motion through the pipe, is set up perpendicular to the main flow direction.

One of the focus areas at Together Research is new architectures for long context, improved training, and inference performance over the Transformer architecture. Spinning out of a research program from our team and academic collaborators, with roots in signal processing-inspired sequence models, we are excited to introduce the StripedHyena models. This release includes StripedHyena-Hessian-7B (SH 7B), a base model, and StripedHyena-Nous-7B (SH-N 7B), a chat model. StripedHyena builds on the many lessons learned in the past year on designing efficient sequence modeling architectures: H3, Hyena, HyenaDNA, and Monarch Mixer.

Shane Parrish is the Founder of Farnam Street, an ex-Canadian Intelligence Agency Operative and an author. Our lives are mediated by our thoughts. The more accurately we can make decisions, the better and happier our existence will be. Therefore it makes sense to spend some time learning how to think more clearly and frameworks to keep us rational. Expect to learn if its truly possible to think independently, what it takes to become a clear thinker, the most common pitfalls holding you back from seeing the world accurately, how to build more strength in your mind, how to better manage your weaknesses, strategies to become an effective decision maker, the biggest lies that people follow when they focus in life and much more…