AI Data Centers Use More Water Than Most Tech Giants Report
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<p>Exclusive: National Crime Agency and safety watchdog issue guidance amid rise in explicit material online</p><ul><li><p><a href="https://www.theguardian.com/society/2026/jul/03/ai-prey-watchdogs-telling-parents-protect-children-nudification-apps">AI prey: why watchdogs are telling parents to protect children from nudification apps</a></p></li></ul><p>The UK National Crime Agency has recommended parents should not put photos of their children on public display online as part of landmark guidan

I'm launching an alternative to Visualing called Page Deltas ( https://pagedeltas.com ) to monitor websites using LLMs. The idea is to ask AI which part of a webpage you want to monitor, and let it summarize detected changes for you. Useful to monitor your competitors for example (their pricing, products, TOS, etc.). I'd love to have your feedback on this. Do you think it's useful? Any advice? Thanks Comments URL: https://news.ycombinator.com/item?id=48774008 Points: 1 # Comments: 0
Article URL: https://www.commonreader.co.uk/p/the-2026-hyperstition-unslop-ai-fiction Comments URL: https://news.ycombinator.com/item?id=48773988 Points: 1 # Comments: 0
<p>As imaging tools become more sophisticated, online predators are using images of children to make extreme pornography</p><ul><li><p><a href="https://www.theguardian.com/society/2026/jul/03/ai-sexual-abuse-fears-uk-parents-warned-posting-images-children-national-crime-agency">UK parents warned over posting images of children amid AI sexual abuse fears</a></p></li></ul><p>The two photos started out as typical teenage selfies: looking into the mirror, fully clothed. But once online predators had

In this article, you'll learn how to use the Claude API in Python, make your first request, and handle responses with the official SDK.

The rapid expansion of artificial intelligence infrastructure is typically framed as an energy problem. Data centers are projected to consume a growing share of global electricity demand: The International Energy Agency estimates they could account for 3 to 4 percent of total global consumption within this decade. Utilities are already adjusting long-term forecasts to accommodate anticipated growth from hyperscale facilities and high-density compute clusters. This framing captures scale. It miss

Enterprise Document Intelligence [Vol.1 #7ter] - Six positions on the retrieval brick that contradict the cosine-first reflex of mainstream RAG The post The Untaught Lessons of RAG Retrieval: Cosine Is Not the Foundation appeared first on Towards Data Science .
Article URL: https://github.com/Tania-coder/SEISMOGRAPH Comments URL: https://news.ycombinator.com/item?id=48773957 Points: 1 # Comments: 0
<p>Zone 2 cardio is the internet's favorite training concept of the last two years. Rogan talks about it. Peter Attia talks about it. Every fitness YouTuber talks about it.</p> <p>Here's what the actual endurance science literature says — and what most of the popular takes get wrong.</p> <h2> What Zone 2 actually is </h2> <p>Zone 2 refers to a specific intensity of aerobic exercise defined by physiological markers, not just heart rate.</p> <p>The strict definition: <strong>the highest intensity
<blockquote> <p>✓ Human-authored analysis; AI used for formatting and proofreading.</p> </blockquote> <p>Vulnerability management is the fourth domain where the same structural gap produces the same structural failure.</p> <p>The principle says: don't ship vulnerable code. The implementation: scan every container image, every dependency tree, every base layer for known CVEs. Report everything. Demand developers patch everything. Treat every "Critical" finding as an emergency. The scanner found a
Midjourney has shown more of its futuristic medical scanner. It still hasn't shown much proof it works. The AI startup, best known for generating images, released a behind-the-scenes video of its dunk-tank ultrasound scanner, which it plans to deploy in spas and hopes will transform medicine with cheap, detailed, radiation-free imaging. The nearly 20-minute tour […]

<p>Launch Day!</p> <p>Excited to launch <a href="https://markloop.io" rel="noopener noreferrer">Markloop</a> 🎉</p> <p><a href="https://markloop.io" rel="noopener noreferrer">Markloop</a> helps you review AI-generated HTML documents and send structured feedback back to AI agents.</p> <p>Features</p> <p>✅ Anchored comments<br> ✅ Document versioning<br> ✅ Reviewer sharing<br> ✅ MCP integration<br> ✅ Export feedback for AI</p> <p>Use cases</p> <p>• Review AI-generated specs<br> • Collect client fee
<pre style='white-space:pre-wrap;width:81ex'>fix(subagents): match requesterSessionKey when controllerSessionKey differs in list filter (#99410) * fix(subagents): match requesterSessionKey when controllerSessionKey differs in list filter The listControlledSubagentRuns filter used a fallback (||) to pick one key for matching. When controllerSessionKey was set but did not match the caller's session key, the filter returned false even though requesterSessionKey could have matched. Change the filter
<pre style='white-space:pre-wrap;width:81ex'>fix: long mobile media recordings time out (#99455) * fix node media recording invoke timeouts * refactor(agents): separate recording timeout budgets --------- Co-authored-by: NianJiuZst <180004567+NianJiuZst@users.noreply.github.com> Co-authored-by: Peter Steinberger <steipete@gmail.com></pre>
<p>I want to be direct about something that most enterprise AI evaluations treat as a secondary concern: a significant number of the AI vendors currently selling enterprise software will not exist in their current form in three years. Some will be acquired. Some will pivot to a different market. Some will run out of runway and shut down. The ones that survive will be the ones that have built something that is genuinely difficult to replicate and have found a customer base willing to pay for it a
<h1> <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimages.unsplash.com%2Fphoto-1611273426858-450d8e3c9fce%3Fixlib%3Drb-4.0.3%26auto%3Dformat%26fit%3Dcrop%26w%3D1200%26q%3D80" alt="Autonomous Urban Air Mobility" width="1200" height="800"> </h1> <h1> Explainable Causal Reinforcement Learning for autonomous urban air mobility routing for extreme data sparsity scenarios </h1> <p>I remember the moment vividly—it was 3 AM,
<h1> Port Mortem 2026 — Rewrite Real Software. Prove It Still Works. </h1> <p>The software industry is entering a new era.</p> <p>AI can now rewrite thousands of lines of code across programming languages in minutes. Companies are investing heavily in AI-assisted migrations—from C/C++ to Rust, TypeScript to Go, Python to Rust, and beyond.</p> <p>But there's a major problem.</p> <p>Generating a port is easy.</p> <p><strong>Proving that the rewritten software behaves exactly like the original is h
<pre style='white-space:pre-wrap;width:81ex'>fix(agents): preserve fd find failures (#99446) * fix(agents): preserve fd find failures * test(agents): use tracked temp dirs in find test * test(scripts): update temp-dir routing expectation * test(agents): make fd failure fixture deterministic * test(agents): isolate fd process failure fixture --------- Co-authored-by: Peter Steinberger <steipete@gmail.com></pre>
<p>The agent doesn't just write the code anymore. It runs it.</p> <p>That one change broke an assumption a lot of infrastructure was built on. For years, code that ran in production was code a human wrote and another human reviewed. Now an agent generates a script, executes it, reads the result, and generates the next one. Code execution at this scale is already counted in the billions by the platforms leading the category. Most of it lands on shared-kernel containers, on a managed cloud, with n
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The hedge fund Bridgewater and Thinking Machines Lab report that a finely tuned open-weight model outperforms the most powerful AI models in the evaluation of financial documents, at a fraction of the cost. The figures come from their own analysis. The article GPT and Claude failed Bridgewater's finance tests because the right answers were never public appeared first on The Decoder .

Mark Zuckerberg admitted to weaknesses in the company's restructuring during an internal town hall. The AI agents Meta reorganized around are progressing slower than planned, Zuckerberg said. His AI chief, meanwhile, painted a rosier picture. The article Meta's AI agent push is moving slower than Zuckerberg planned appeared first on The Decoder .

Also: the quartz crisis isn’t really about quartz at all. A sensemaking exercise for those who want to get better at making sense of possible AI disruption.

Thanks to the AI-driven chip shortage, prices for phones, computers, and consoles are sky-high—and still climbing.

Tesla caps employee AI spending at $200 per week, according to an internal memo reported by The Information. The article Tesla caps employee AI spending at $200 per week appeared first on The Decoder .

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My wife wanted lip filler but wasn't sure how it would actually look on her face. Existing AI tools either changed her identity or produced unrealistic results, so I built Lips Up. Upload a selfie and get a realistic preview of different lip filler styles before booking an appointment. Would love your feedback! Comments URL: https://news.ycombinator.com/item?id=48773458 Points: 1 # Comments: 0
KPMG finds nearly a third of execs struggle to understand costs as companies rethink deployments
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Takeda has entered a strategic collaboration with Hong Kong-based Insilico Medicine to use AI in early-stage drug discovery across the Japanese pharmaceutical company’s therapeutic areas. The companies did not disclose which therapeutic areas or disease targets will be covered under the collaboration. The agreement gives Takeda access to Insilico’s Pharma.AI platform, which supports biological target […] The post Takeda signs $600M AI drug discovery deal with Insilico appeared first on AI News .

Meta CEO Mark Zuckerberg said AI agents aren't progressing as quickly as he had expected, new report says.
