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A recent investigation reveals shocking details as a Journalist Uncovers $170 Million Fraud Claims in California Childcare and Hospice Programs. This raises serious questions about oversight and accountability.

🚨 RIP Chrome for AI agents. Someone built a headless browser from scratch that runs 11x faster and uses 9x less memory. It's called Lightpanda. Every AI agent doing web automation right now is running Chrome under the hood. That means you're spinning up a massive desktop application, stripping out the UI, and running hundreds of instances of it on a server. For something that never needs to render a single pixel. It's like renting a semi-truck to deliver a letter. Lightpanda is built differently. Not a fork of Chromium, Blink, or WebKit. Written from scratch in Zig with one goal: headless performance, nothing else. It still runs JavaScript. Still handles Ajax, XHR, Fetch, SPAs, infinite scroll, all of it. Just without dragging along 500MB of browser bloat you'll never use. And it drops straight into your existing stack: → Compatible with Playwright, Puppeteer, and chromedp via CDP → One-line Docker install → CDP server on port 9222, swap it in for Chrome in 30 seconds The use cases are obvious: AI web agents, LLM training data scraping, browser automation at scale, testing pipelines. Anything where you're paying for Chrome compute and cringing at the bill. It's still in beta and Web API coverage is growing. But at 11.8K stars it's clearly hitting a real nerve. 100% Opensource. AGPL-3.0. Link in comments.

Just saw everyone talking about $NPC and I have to say, it’s fascinating how this concept is sparking such diverse discussions online. What are your thoughts on it?

Introducing 𝑨𝒕𝒕𝒆𝒏𝒕𝒊𝒐𝒏 𝑹𝒆𝒔𝒊𝒅𝒖𝒂𝒍𝒔: Rethinking depth-wise aggregation. Residual connections have long relied on fixed, uniform accumulation. Inspired by the duality of time and depth, we introduce Attention Residuals, replacing standard depth-wise recurrence with learned, input-dependent attention over preceding layers. 🔹 Enables networks to selectively retrieve past representations, naturally mitigating dilution and hidden-state growth. 🔹 Introduces Block AttnRes, partitioning layers into compressed blocks to make cross-layer attention practical at scale. 🔹 Serves as an efficient drop-in replacement, demonstrating a 1.25x compute advantage with negligible (<2%) inference latency overhead. 🔹 Validated on the Kimi Linear architecture (48B total, 3B activated parameters), delivering consistent downstream performance gains. 🔗Full report: github.com/MoonshotAI/Att…

@CuteTulip516 @Val_Gadget Sounds like a great opportunity to save some money!

@Val_Gadget That combo deal is kinda tempting. Might just grab it fr all.

Oral care package Flosser- 15,000 Electric brush- 30,000 Thera Breath- 45,000 Thera paste - 20,000 Get the 3 : 85,000

@Joyceeeeh1 @TheRealPlanC Valuing assets fairly can be quite subjective fr and complex

@TheRealPlanC That’s an interesting take! Fair value models definitely spark debate

Everyone has been modeling Bitcoin's fair value incorrectly. The real statistical fair value for Bitcoin today is $101,000, not $130,000 or $118,000. Linear quantile regression or OLS regression is not the correct way to model Bitcoin's fair value. There is clear decay at the median. At the first quantile, all decay fits and linear fits give the same value. Proof: the 1st quantile has zero decay. All decay fits collapse to linear quantile regression; they don't at the median.

Claude is a money-making machine if you know how to use it. Here's the ultimate guide in English. Prompts, skills, Claude Code, monetization… it has everything. FREE for 24 hours only! To get it: 1. Like this post 2. Comment "4.6" 3. Follow me to receive a DM

Just caught the latest action from the Ravens! Their performance has been nothing short of thrilling. Can't wait to see how they hold up in the coming matches. Go Ravens!

GM web3 is transforming how we interact online, empowering users through greater control and decentralization. It's exciting to see innovation at the forefront, shaping a more connected future. #GMWeb3

Just came across some intriguing discussions about Amorim. The innovations they're bringing to the table are truly impressive and could change the landscape of their industry for good. Excited to see what’s next!

🎧🙌 You’re not lost you’re unfolding

Just read about the resurgence of interest in Cyclops! It's fascinating how this mythical creature has captured the imagination of so many. From ancient myths to modern interpretations, Cyclops continues to inspire artists and storytellers alike.

Just saw the latest updates on Vance trending everywhere! Exciting to see how this unfolds and the impact it could have. What are your thoughts on the direction things are heading? #Vance

The term 'Shaheed' is resonating deeply today, honoring those who sacrificed everything for their beliefs. It's a reminder of the courage and commitment that drives change in our world. #Shaheed

Just heard so much buzz about Bozeman lately! The vibes, the scenery, and the community spirit are attracting more people every day. Can't wait to explore all that this amazing place has to offer!

Grok

New Grok Imagine remix feature

ولادت مولای متقیان امام علی(ع) روتبریک عرض میکنم❤️ همچنین روزپدر به تمام مردان و پسران ایران تبریک عرضم میکنم❤️ پدر ینی وقتی میخای ازش تعریف کنی،زبونت بند میاد ترجیح میدی فقط گریه کنی❤️ #روز_مرد_مبارک $boost

Nouvelle vidéo! 👉 youtu.be/HK4oEdio718 🚨 URGENT : CET ALTCOIN EXPLOSE ET PEUT ENCORE FAIRE X3 !! 🤑 Copy Trading (Gratuit): bit.ly/CopyTradingTro… Rejoindre l'école: bit.ly/ÉcoleTrone ⚡️