Singularity Hub @singularityhub
Chronicling the technological frontier with coverage of the breakthroughs, players, and issues shaping the future. By @singularityu. SingularityHub.com Mountain View, CA Joined June 2008-
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The honest caveat: immune responses were modest, and real-world efficacy requires larger trials. A universal vaccine is still years away. But the platform is now human-tested. singularityhub.com/2026/07/07/the…
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The results: safe, well tolerated, and capable of stimulating antibodies that recognize multiple sarbecovirus types.
The first human trial of an AI-designed vaccine just published results. The goal: a single shot that works not just against known coronavirus variants, but against related animal viruses that could cause the next pandemic. Here's what happened. 🧵
Removing 10 MW of waste heat from an orbital data center requires radiator surfaces ≈the size of 2 football fields. That's before solar panels, assembly in space, radiation damage, & a hardware refresh cycle that assumes you can send a technician. singularityhub.com/2026/06/26/orb…
The researchers compared their findings to mBERT, Google's multilingual language model. The pattern matched. Both brains and the AI organized meaning geometrically across languages — which the team says may point toward a universal mechanism for how meaning is encoded, in both biological and artificial systems.
Both languages shared the same underlying map. Using only the English concept map, the team could accurately predict how Spanish words would cluster. The lead author described it as looking into the same room from two different windows.
Scientists just recorded single-neuron activity in bilingual brains for the first time — while participants spoke, listened, and switched between English and Spanish in real time. What they found challenges how we think language lives in the brain. 🧵
Researchers placed AI models in simulated regulatory environments: pharmaceutical patents, salary caps, mining rules. The models rediscovered more than 60% of known real-world loopholes. Existing safety filters caught almost none of it. singularityhub.com/2026/06/29/for…
The professors suggest the most viable early applications may be ones that serve space-based customers rather than competing directly with cloud infrastructure on Earth. singularityhub.com/2026/06/26/orb…
SpaceX's AI1 Compute Satellite is already in design. By the company's own figures, it is 100 to 1,000 times less capable than current Earth-based data centers.
Companies are racing to build data centers in orbit. The pitch is compelling. Two engineering professors who study data centers and space systems worked through what it would actually take. Here's what they found. 🧵
In a second test, the switch exposed or hid a molecular binding site, opening the door to controlling chemical reactions by switching enzymes on and off at will. singularityhub.com/2026/06/30/thi…
To test usefulness, the team attached a gold nanorod to the switch, turning it into a microscopic light controller.
The team used DNA origami, folding a long DNA strand into a rigid shape using hundreds of shorter "staple" strands. The design rests in one of two stable states using a snap-through mechanism, similar to a light switch, and only flips when pushed hard enough by an applied electric field.
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