Top stories in AI today: – Inside Sora's $1M-a-day collapse at OpenAI
– Microsoft pits Claude against ChatGPT for research
– Build a travel itinerary with Perplexity Computer
– Stanford exposes AI's people-pleasing problem
– 4 new AI tools, community workflows, and more
SAFETY
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Top AI Stories: Sora, Claude, Perplexity, and Stanford Research
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Open Source Vulnerabilities Threaten AI Application Supply Chain
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The axios attack is a reminder that our entire stack runs on trust in a handful of maintainers. Scary when you think about how many AI apps depend on these packages.
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AI Detects Supply Chain Attacks Before Human Security Teams
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AI catching supply chain attacks before humans even notice is a legit use case. The attack surface is only going to grow with AI-generated dependencies.
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Serious vulnerability discovered in AI system
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Yep. I really didn’t expect it to be that serious! Then I saw the vulnerability this morning… wild.
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AI Review Bots Superior to Human Security Review
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this customer got notified 45 mins after attack, 1.5 hours before announcement of the attack. Generalist coding agent is also a better security reviewer than you! there is basically 0 reason not to have a Review bot enabled for all the things. it’s not just a security thing,
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Robots Revolutionize Solar Panel Installation with Speed and Safety
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#Robots Take Over Solar Panel Installation for Faster, Safer Deployment
— Ronald van Loon (@Ronald_vanLoon) 31 mars 2026
by @lukas_m_ziegler
Robotics #ArtificialIntelligence #MI #ML #Tech #Innovation pic.twitter.com/frX7ZyVon4#Robots Take Over Solar Panel Installation for Faster, Safer Deployment
by @lukas_m_ziegler Robotics #ArtificialIntelligence #MI #ML #Tech #Innovation -
NVIDIA Team Hardens AI Security Against Advisory Overload
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We have a whole team from @nvidia helping sifting through the onslaught of slop AI security advisories (and the occasional important ones) and harden in every release.
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Humans Still Excel at 3D Understanding and Autonomous Driving
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depends on what information. humans are still better at comprehending the three-dimensional world, and much better at driving on unfamiliar roads, etc.
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Claude’s Secret Pomodoro Mastery Mode Revealed
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BREAKING: Claude has a secret mode called "Francesco Cirillo's Pomodoro Mastery Coach." It goes way beyond setting a 25-minute timer. It assesses where you're stuck, builds a full daily execution plan in Pomodoro units, teaches you to track and crush every interruption, and
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Structured AI reasoning over raw scale
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The takeaway for builders:
The future of reliable AI isn’t just bigger parameters. It’s giving models structured, verifiable environments to reason in. Typed control flow > open-ended code generation. Paper: http://
arxiv.org/abs/2603.20105
Code: http://
github.com/lambda-calculu
s-LLM/lambda-RLM
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