Inside OpenAI’s Plan to Make AI More ‘Democratic’ (15 minute read)
The task of aligning AI is tricky as it is difficult to determine who gets to decide what values to align with. OpenAI is searching for a path toward AI alignment upon which large swaths of the public can agree. While it is consulting with the public and adjusting its strategy based on the voice of the people, the process is not democratic as the input is advisory, not binding. Sam Altman has previously said that his company would 'respect' it if the public unequivocally said that OpenAI should stop or slow down, but experts think it would be unlikely.
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Science & Futuristic Technology
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New E. coli strain will accelerate evolution of the genes of your choice (4 minute read)
Researchers at Cambridge University have created a synthetic orthogonal DNA replication system in E. coli that can be used as a risk-free way to generate and study mutations. The system is completely separate from the system that the bacteria use to copy the genes they need to survive. It turns the bacteria into hotbeds of evolution that have the potential to greatly facilitate the development of enzymes and other proteins that will have applications in research, medicine, and industry. The system was inspired by a similar system that exists in yeast.
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China claims new speed record with vacuum-tube maglev train (4 minute read)
China Aerospace Science and Industry Corporation, China's biggest missile manufacturer, claims that it has clocked the fastest speed ever for a superconducting maglev vehicle at over 623 km/h in a hyperloop system just 2 km long. The next phase of testing for the vehicle is a 60 km track, which will allow it to be tested at a target speed of 1,000 km/h. Hyperloop systems are extraordinarily expensive - China's colossal population makes it one of the only countries where a public transit system using this technology might be close to financially possible.
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Programming, Design & Data Science
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Windows version of the venerable Linux “sudo” command shows up in preview build (1 minute read)
A user on X found settings for a sudo command in a preview version of Windows Server 2025 that was posted to the experimental Canary channel in late January. The settings include a toggle to turn the sudo command on and off and a drop-down to tweak how the command behaves when used. The command itself currently doesn't work yet. It is possible that the feature may never get released to public versions of the operating system and it could also remain exclusive to Windows Server.
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WXT (GitHub Repo)
WXT is a framework for developing web extensions. It is similar to Nuxt, but for Chrome Extensions. WXT supports all browsers and both MV2 and MV3. It features file-based entry points, auto-imports, and a dev mode with HMR and fast reload. WXT is front-end framework agnostic. A minute-long introduction video is available.
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It’s easier to forgive a human than a robot (2 minute read)
We hold robots to a higher standard than we hold humans. Robots will have to be virtually perfect before we accept them for tasks like driving, medical care, and even customer support interactions. For example, even if self-driving cars prevent a significant number of car accidents, they'll still be responsible for the accidents they cause, which will have legal ramifications that may be impossible to overcome. Humans may be more forgiving if AI is adopted widely enough, but in the meantime, we'll have to work out what a tolerable error rate is for robots when comparing them with humans.
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Ask HN: What have you built with LLMs? (Hacker News Thread)
This Hacker News thread is full of examples of AI projects that developers have built, mostly for personal use. The projects include a voice-enabled sales training bot, a set of shortcuts and scripts for macOS, a cookbook translated from handwritten recipes, and agents that forecast geopolitical and economic events. The discussion includes details on what each project's development stack looks like and how they were deployed.
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NaturalSQL (GitHub Repo)
NaturalSQL is a series of models with state-of-the-art performance on text-to-SQL instructions.
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