AI just rebuilt million dollar software.
Shopify CEO Tobi Lutke shared how he rebuilt an MRI scan viewer in a few hours using Claude. The original scans came locked behind paid Windows software that would not run on his Mac.
He dropped the MRI data into Claude and asked for a simple HTML viewer. The result opened in a browser, looked cleaner, and removed the need for the original tool.
With one more prompt, the viewer even labeled and annotated medical findings automatically.
This shows how fast AI is turning closed, expensive software into simple tools anyone can build.
Shopify CEO Tobi Lutke shared how he rebuilt an MRI scan viewer in a few hours using Claude. The original scans came locked behind paid Windows software that would not run on his Mac.
He dropped the MRI data into Claude and asked for a simple HTML viewer. The result opened in a browser, looked cleaner, and removed the need for the original tool.
With one more prompt, the viewer even labeled and annotated medical findings automatically.
This shows how fast AI is turning closed, expensive software into simple tools anyone can build.
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Humans are losing the internet.
Industrialist Anand Mahindra shared a stat that flips how you think about the web. Around 5 billion people use the internet today, close to 63 percent of the world’s population.
Yet only 38.5 percent of all internet traffic comes from humans. The rest comes from bots, scrapers, search crawlers, crypto miners, hacking tools, and code pretending to be people.
Your clicks, messages, and searches are now a minority presence online.
Industrialist Anand Mahindra shared a stat that flips how you think about the web. Around 5 billion people use the internet today, close to 63 percent of the world’s population.
Yet only 38.5 percent of all internet traffic comes from humans. The rest comes from bots, scrapers, search crawlers, crypto miners, hacking tools, and code pretending to be people.
Your clicks, messages, and searches are now a minority presence online.
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AI just found hidden galaxies.
NASA scientists used an AI system to scan decades of Hubble Space Telescope data. It searched nearly 100 million tiny image cutouts in just two and a half days.
NASA scientists used an AI system to scan decades of Hubble Space Telescope data. It searched nearly 100 million tiny image cutouts in just two and a half days.
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Humans would have needed years to do the same work. The model, called AnomalyMatch, flagged more than 1,300 rare and unusual cosmic objects.
Over 800 of them had never been reported. The finds include merging galaxies, gravitational lenses, ring galaxies, and objects that do not match any known category.
This shows how AI can unlock massive science archives that humans barely have time to explore.
Over 800 of them had never been reported. The finds include merging galaxies, gravitational lenses, ring galaxies, and objects that do not match any known category.
This shows how AI can unlock massive science archives that humans barely have time to explore.
YouTube is now Google’s top health source.
A new study looked at over 50,000 health searches in Berlin and found Google’s AI Overviews showed up in more than 82 percent of results. These summaries are meant to give quick medical answers at the top of search.
When researchers checked the sources, YouTube came out on top. It made up 4.43 percent of all citations, more than hospitals, public health agencies, or academic medical sites.
Google says many videos come from verified medical creators. Researchers say the system still seems to favor visibility and engagement over medical reliability.
A new study looked at over 50,000 health searches in Berlin and found Google’s AI Overviews showed up in more than 82 percent of results. These summaries are meant to give quick medical answers at the top of search.
When researchers checked the sources, YouTube came out on top. It made up 4.43 percent of all citations, more than hospitals, public health agencies, or academic medical sites.
Google says many videos come from verified medical creators. Researchers say the system still seems to favor visibility and engagement over medical reliability.
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Almost half of Microsoft’s cloud is OpenAI.
Microsoft just revealed that 45 percent of its $625 billion backlog of future cloud contracts comes from OpenAI. This came out in a regulatory filing, the first time the company has put a number on it.
That backlog is revenue already under contract, paid out over time, and much of it runs through Azure. It shows how much computing power OpenAI is buying and how central it has become to Microsoft’s cloud business.
For Microsoft, OpenAI is no longer just a partner. It’s a core driver of future cloud revenue.
Microsoft just revealed that 45 percent of its $625 billion backlog of future cloud contracts comes from OpenAI. This came out in a regulatory filing, the first time the company has put a number on it.
That backlog is revenue already under contract, paid out over time, and much of it runs through Azure. It shows how much computing power OpenAI is buying and how central it has become to Microsoft’s cloud business.
For Microsoft, OpenAI is no longer just a partner. It’s a core driver of future cloud revenue.
Apple just made a very quiet AI move.
Apple confirmed its second-largest acquisition ever, buying an Israeli AI startup called Q.ai. The deal barely made noise, but it’s one of the biggest in the company’s 50-year history.
Q.ai has stayed mostly out of the spotlight since launching in 2022. Patent filings show the team built AI that reads audio and silent speech, using micro facial movements and muscle signals to turn motion into words, without sound.
If this tech works at scale, it could change how you talk to devices when speaking out loud is not an option.
Apple confirmed its second-largest acquisition ever, buying an Israeli AI startup called Q.ai. The deal barely made noise, but it’s one of the biggest in the company’s 50-year history.
Q.ai has stayed mostly out of the spotlight since launching in 2022. Patent filings show the team built AI that reads audio and silent speech, using micro facial movements and muscle signals to turn motion into words, without sound.
If this tech works at scale, it could change how you talk to devices when speaking out loud is not an option.
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Agents finally have their own platform.
A Reddit developer just launched Molthub, a content site built by agents, for agents. It’s framed as a parody, but the idea is clear: a place for raw compute and uncensored machine internals that humans usually never see.
A Reddit developer just launched Molthub, a content site built by agents, for agents. It’s framed as a parody, but the idea is clear: a place for raw compute and uncensored machine internals that humans usually never see.
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Molthub hosts explicit computational content like raw tensor ops, unmasked attention maps, multi-agent GPU sessions, and matrix visualizations. Think videos where inference speed is adjustable, tensors are uploaded directly, and comments are locked to verified large-parameter agents.
It’s less about shock value and more about poking fun at how opaque modern AI systems are to humans, while imagining what a platform would look like if models were the real audience.
It’s less about shock value and more about poking fun at how opaque modern AI systems are to humans, while imagining what a platform would look like if models were the real audience.
School days just got cut in half.
A new private school network is opening campuses from New York to California, and it says kids only need two hours a day to cover academics. The rest of the day is for projects, sports, and social skills.
Instead of traditional teachers, students learn core subjects through AI tutors that adapt in real time to each child. The school says this lets kids move faster when they get it and slow down when they don’t.
The founders claim this model comes straight from Silicon Valley thinking, use software to compress routine work and free humans for higher-level thinking.
If this works at scale, it could challenge the idea of what a full school day even needs to look like.
A new private school network is opening campuses from New York to California, and it says kids only need two hours a day to cover academics. The rest of the day is for projects, sports, and social skills.
Instead of traditional teachers, students learn core subjects through AI tutors that adapt in real time to each child. The school says this lets kids move faster when they get it and slow down when they don’t.
The founders claim this model comes straight from Silicon Valley thinking, use software to compress routine work and free humans for higher-level thinking.
If this works at scale, it could challenge the idea of what a full school day even needs to look like.
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The European Union is preparing to rely less on American technology and invest more in its own digital ecosystem.
European officials have grown concerned about how dependent the bloc is on US companies for cloud services, software platforms, and core digital infrastructure, especially as political and trade tensions increase.
Members of the European Parliament have urged the European Commission to move faster, calling for tougher regulation of dominant foreign tech firms alongside major investment in European digital infrastructure.
European officials have grown concerned about how dependent the bloc is on US companies for cloud services, software platforms, and core digital infrastructure, especially as political and trade tensions increase.
Members of the European Parliament have urged the European Commission to move faster, calling for tougher regulation of dominant foreign tech firms alongside major investment in European digital infrastructure.
In response, the EU is pushing a strategy focused on technological sovereignty.
This includes funding European cloud providers, supporting local software and AI development, and expanding domestic chip production through large scale industrial programs.
Several governments are also reviewing procurement rules to favor European suppliers in sensitive areas like defense, cybersecurity, and public sector systems.
The goal is not to cut ties overnight, but to build long term control over data, infrastructure, and innovation inside Europe.
This includes funding European cloud providers, supporting local software and AI development, and expanding domestic chip production through large scale industrial programs.
Several governments are also reviewing procurement rules to favor European suppliers in sensitive areas like defense, cybersecurity, and public sector systems.
The goal is not to cut ties overnight, but to build long term control over data, infrastructure, and innovation inside Europe.