Sheryl Sandberg: The AI gender gap is about recognition
<p>Women are less likely to use AI at work — and even when they do, they get less recognition for the effort, finds a <a href="http://www.leanin.org/research/ai-women-gender-gap-data" target="_blank">new survey from Lean In,</a> the women's advocacy group.</p><p><strong>Why it matters: </strong>Right now, <a href="https://www.axios.com/technology/automation-and-ai" target="_blank">AI</a> ability is the skill many employers say they value most. </p><hr><ul><li>Down the line, this recognition gap could exacerbate existing gender pay and promotion inequalities, Lean In founder Sheryl Sandberg tells Axios.</li></ul><p><strong>Zoom in: </strong>78% of men said they have used AI for work, compared with 73% of women, per a survey the group conducted in early March among 1,000 U.S. adults age 18 a
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When the Scraper Breaks Itself: Building a Self-Healing CSS Selector Repair System
<blockquote> <p>A Python sidecar that watches your scraper fail, calls a local LLM, and fixes the problem before your users notice.</p> </blockquote> <h2> The Problem with Fragile Selectors </h2> <p>Production web scrapers have a hidden fragility: they depend on CSS selectors and XPath expressions authored against a snapshot of a third-party website's DOM. The moment the site redesigns its layout, renames a class, or restructures a table, those selectors silently return nothing — or, worse, return the wrong data.</p> <p>For a surf alert system that monitors dozens of forecast sources, this is a recurring operational problem. A selector like <code>tr.forecast-table__row[data-row-name="wave-heigth"]</code> (yes, a typo the upstream site just fixed) breaks at 3 AM. The scraper records a failu
Google's TurboQuant saves memory, but won't save us from DRAM-pricing hell
<h4>Chocolate Factory’s compression tech clears the way to cheaper AI inference, not more affordable memory</h4> <p>When Google unveiled <a target="_blank" rel="nofollow" href="https://research.google/blog/turboquant-redefining-ai-efficiency-with-extreme-compression/">TurboQuant</a>, an AI data compression technology that promises to slash the amount of memory required to serve models, many hoped it would help with a memory shortage that has seen prices triple since last year. Not so much.…</p>
Building Global Crisis Monitor: A Real-Time Geopolitical Intelligence Dashboard
<p><a href="https://global-crisis-monitor.com" rel="noopener noreferrer"><strong>Global Crisis Monitor</strong></a> is a personal, artistic project. I built it in a period when wars that once felt distant became part of everyday conversation-appearing in feeds and notifications alongside everything else. There is something disorienting about that: a bombing in a city you can name, a ceasefire that collapsed overnight, a famine declared-and then, scrolling past it, an advertisement. The architecture of attention flattens everything into the same urgency and the same forgettability.</p> <p>I wanted to refuse that flattening. Not a feed aggregator; a single surface where the signals are collected, held together, and given weight. So I built an ingester that turns 80+ RSS feeds into structured
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