How School of Rock Created Structure in Order to Scale with Agility and Creativity
A conversation about how the music education company’s leaders empowered its franchisees while also driving better standardization.
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June 2026
An Agnostic Machine Learning Model of Photosynthetic Habitability
The search for exoplanet biosignatures is guided by whether planetary environments can sustain photosynthesis. As such, the Photosynthetic Habitable Zone (PHZ) was recently proposed, as the overlap between the canonical habitable zone and the orbital range where stellar irradiance is sufficient to drive photosynthesis. Existing PHZ estimates rely on empirical light-response curves from Earth phytoplankton, and thus include implicit Earth-centric biases. We introduce an agnostic PHZ derived from a generalized model of photosynthesis grounded in thermodynamics and redox […]
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Are model security risks (extraction, poisoning) actually being tested in production? [R]
Talk to a lot of ML teams who ship models but skip any adversarial testing before deployment. Feels like security review for models is way behind where it is for regular software. Anyone here actually doing this at their job? submitted by /u/Xorphian [link] [comments]
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Creating Products with Curiosity, Humility, and Play
A conversation with Zynga founder Mark Pincus on creating a culture of innovation.
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The Limitless Applications of AI
Since 2021, Artificial Intelligence (AI) has been readily available for the mass population of people worldwide. Since then, it has pushed forward into a new frontier that could never have been foreseen. The rate of growth that this new technology has seen has never before been experienced in any field. With this development, users have changed how they use AI. While AI is still being used for trivial tasks such as English and Calculus assignments, there is a new adoption of partnering with the AI to complete a task. This advanced way of thinking is leading to […]
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Sakana’s Fugu takes aim at the frontier
Read Online | Sign Up | Advertise Good morning, {{ first_name | AI enthusiasts }}. Relying on one AI model got scarier the day a U.S. order pulled Anthropic’s top models. A Japanese lab’s answer is to never lean on a single one again. Sakana’s Fugu orchestrates a group of models behind the scenes and claims to “stand shoulder to shoulder” with Mythos and Fable — though early reviews say the experience might not match the scoreboard. In […]
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Your Users Type Faster Than Your JavaScript. React Native Drops the Difference
In late 2025, iOS 26 shipped a keyboard that couldn’t keep up with fast typists. Type quickly and characters would go missing. The tap registered, the key animated, but the letter never landed in the field. Worse, the half-finished words poisoned autocorrect, which kept “fixing” text the user never typed. Apple patched it in iOS 26.4 in March 2026. n React Native has its own version of this bug. It’s older than iOS 26’s, it’s still in your […]
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On-Device Summaries: CI Evals Without Fake Confidence
Schema-valid summaries that still fail users The first two articles in this series solved separate problems. The first bound the isolated summary call to a typed NoteSummary. The second kept a refinement flow from drowning in retained transcript. Both are necessary. Neither tells me whether the summary helped the note screen. The uncomfortable case is simple. The note-summary screen receives a pasted design-review note. Inside that note, the product team made one clear decision: ship the compact note card […]
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Damon Burton on the New Reality of AI Web Development: Faster Builds, Bigger Liability
Why founders need governance, security reviews, and human oversight before AI-generated code reaches production The rise of “vibe coding” has changed how software, websites, and marketing systems reach production. Founders can launch projects in hours that once took weeks of development. AI coding assistants can generate landing pages, backend logic, integrations, and content with remarkable speed. That acceleration has created a new challenge. Many organizations are shipping faster than they are auditing. In his June 2026 white paper, […]
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Top spy agencies say AI cyber threats will impact you within months. Here’s why
The global surge in AI cyber threats is no longer a distant problem for corporate data centres, according to an urgent public warning from the world’s most powerful intelligence alliance. On June 22, 2026, the cybersecurity chiefs of the Five Eyes nations—comprising the US, UK, Canada, Australia, and New Zealand—issued a rare joint intelligence briefing stating that upcoming artificial intelligence models will supercharge offensive hacking capabilities on a timeline measured in months, not years. While the advisory specifically tells corporate executives to […]
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