3. The team created SCIGEN – a framework that constrains AI models with strict structural rules. Think of it as giving the model a detailed blueprint: only certain patterns are allowed, guiding it toward materials with targeted properties.
@kimmonismus
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AI Models Generate Safe But Unremarkable Materials for Scientific Research
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2. Until now, AI models tended to generate safe, stable, but unremarkable materials. They rarely produced the exotic structures needed for breakthroughs in quantum physics, superconductivity, or advanced computing.
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MIT Tool Forces AI to Design Materials with Quantum Properties
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1. MIT researchers have built a new tool that forces generative AI models to design materials with complex quantum properties instead of random guesses. This could radically accelerate material discovery – a potential turning point for science and technology How it works, a
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GPT-5 Breakthrough in Quantum Computing Error Probability Problem
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GPT-5 helped solve an old problem in quantum computing. Here's what it was about: The researchers investigated a central problem in quantum computing: In the complexity class QMA, the quantum version of NP, the question is whether the probability of errors in proofs can be
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OpenAI’s AI Arms Race Demands 17 Gigawatts Infrastructure
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https://
cnbc.com/2025/09/26/ope
nai-big-week-ai-arms-race.html#:~:text=Buildingout17gigawattsof,arenofirmanswersyet
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Power Grid Challenges in an AI-Driven Energy Future
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The question that arises is not so much how the electricity should be produced (nuclear energy, fusion energy, even if this is a Herculean task), but rather how the power grids should cope with this.
AI will continue to drive GDP growth over the next 10 years, leading to -
OpenAI: energy consumption multiplied by 125 in 8 years
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OpenAI expects its energy use to grow 125x over the next 8 years. That would be more electricity than India consumes today. "Building out 17 gigawatts of capacity would require the equivalent of about 17 nuclear power plants, each of which takes at least a decade to build. The
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Major AI Model Releases Expected: Gemini 3 and Claude 4.5 Coming Soon
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Some huge leak updates! – Gemini 3 is targeted for 9th October
– Claude 4.5 1-2 weeks away! That means next week could be relatively quiet, but the week after that, a veritable storm will descend upon us. -
Novel cancer therapy targets multiple tumors simultaneously using sugar patterns
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Lets go: New cancer treatment allows multiple tumors to be fought simultaneously! Researchers have developed a novel cancer therapy that can attack many types of tumors simultaneously by exploiting a common “weak point”: specific sugar patterns that occur much more frequently on
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Will Any Jobs Remain Exclusively Human in Future Decades?
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In fact, the Pope raises an important question: are there jobs that will still be done by humans in 10 or 20 years' time, and that should still be done by humans? So far, I can't think of any. I used to think that psychotherapists or doctors would require human interaction, a