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The massive wealth transfer may exceed $100 trillion or $36 trillion

The massive wealth transfer may exceed $100 trillion or $36 trillion

๐Ÿš€ Check out this insightful post from Business News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: Robert Nicholas | Ojo pictures | Getty ImagesA version of this article first appeared in CNBC's Inside Wealth newsletter with Robert Frank, a weekly guide for the high-net-worth investor and consumer. subscription To receive future issues, directly to your inbox.A new estimate of the massive wealth transfer has sparked debate about how many trillions of dollars will pass from baby boomers to their heirs, and how it will be spent and invested.Last week, Visa Business and Economic Insights released new forecasts for the Great…
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cactus-compute/cactus-hybrid: On-device models that know when they’re wrong: every answer carries a confidence score for cloud handoff. Copy-paste quickstarts for Cactus, Transformers, llama.cpp and MLX. ยท GitHub

cactus-compute/cactus-hybrid: On-device models that know when they’re wrong: every answer carries a confidence score for cloud handoff. Copy-paste quickstarts for Cactus, Transformers, llama.cpp and MLX. ยท GitHub

๐Ÿš€ Check out this insightful post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: A small, on-device model is fast and private, but sometimes wrong. At Cactus we post-train models to know when they are wrong: we ship probes inside the checkpoint that score every answer with a confidence between 0 and 1, returned as structured data (never parsed out of the answer text). Answer on-device when confidence is high; you can re-route to a bigger model when it's low: if confidence < 0.85: answer = ask_a_bigger_model(prompt) We start the rollout with Gemma 4 E2B Hybrid, all builds…
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Police say click-to-pay fraud fuels organized retail crime

Police say click-to-pay fraud fuels organized retail crime

๐Ÿ”ฅ Read this trending post from Business News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: when a man wearing a black Air Jordan T-shirt walked up to a self-checkout kiosk in Louisiana Louie Last spring, he looked like any other agent.Over the course of about seven minutes, he methodically delivered various gift cards worth $95 each, using his phone to pay for each card while a red-jacketed assistant hovered nearby, surveillance video showed.Police say the man, unbeknownst to the employee, was part of a sprawling Chinese crime ring, using stolen credit cards to buy gift cards, while a Southeast Asian…
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Experimental Linux support for the Fairphone 6 wide camera ยท nondescriptpointer

๐Ÿš€ Explore this awesome post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: Published 21 Jul 2026 Fairphone 6 ultra-wide working in GNOME Snapshot. Background The Fairphone 6 is an interesting target for mainline Linux and postmarketOS for a few reasons: It has relatively modern hardware compared with most other supported postmarketOS devices. Fairphone invests in mainline Linux support, with Luca Weiss driving much of the development. Those efforts have already provided promising initial support for the hardware. Fairphone deliberately allows alternative operating systems. Fairphone aims to support its devices for a long time, so the phone could…
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#1254 – Proposal for Assembly 2026: Disallow cryptocurrency projects – Codeberg/org

#1254 – Proposal for Assembly 2026: Disallow cryptocurrency projects – Codeberg/org

๐Ÿš€ Check out this insightful post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: I'm sure you have some morally high reasons to stand against cryptocurrency, but the "illicit trade" and "evasion of sanctions" cited by sourcehut (since you seem to base your decision on it) are also what allows regular people, including LGBTQ+ people, living in sanctioned countries (which also, what a surprise, turn out to be unsafe for LGBTQ+ folk a lot of the time), to buy goods and send/receive money from abroad without being prosecuted by their governments (hi foreign agent laws! hi "extremism" and…
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What do you know about testosterone replacement therapy?

What do you know about testosterone replacement therapy?

โœจ Explore this must-read post from Business News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ“Œ **What Youโ€™ll Learn**: US Secretary of Defense Pete Hegseth speaks during a news conference at the Pentagon in Washington, D.C. on April 8, 2026. Mandel Ngan | AFP | Getty ImagesTestosterone replacement therapy has gone from the doctor's office to the center of a huge cultural phenomenon focused on performance, longevity, and men's health. Now, the treatment is back in the spotlight after Defense Secretary Pete Hegseth announced last week that the US military will begin testing service members' testosterone levels and make the replacement therapy available to…
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Petals โ€“ Run LLMs at home, BitTorrent-style

Petals โ€“ Run LLMs at home, BitTorrent-style

โœจ Discover this trending post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: Run large language models atย home, BitTorrentโ€‘style Generate text with Llamaย 3.1 (up to 405B), Mixtral (8x22B), Falcon (40B+) or BLOOM (176B) and fineโ€‘tune them for your tasks โ€” using a consumer-grade GPU or Google Colab. You load a part of the model, then join a network of people serving its other parts. Singleโ€‘batch inference runs at up to 6ย tokens/sec for Llamaย 2 (70B) and up to 4ย tokens/sec for Falcon (180B) โ€” enough for chatbots and interactive apps. Beyond classic LLM APIs โ€” you can employ any fine-tuning…
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JetBlue wins Spirit slots at LaGuardia, considers moving terminals

JetBlue wins Spirit slots at LaGuardia, considers moving terminals

๐Ÿ’ฅ Discover this awesome post from Business News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: A JetBlue Airways Airbus A320, left, passes a Spirit Airlines Airbus A320 as it taxis onto the runway, Thursday, July 7, 2022, at Fort Lauderdale-Hollywood International Airport in Fort Lauderdale, Florida.Wilfredo Lee | APJetBlue Airlines It won spots for Spirit Airlines at New York's LaGuardia Airport and is looking to return to the failed budget carrier's old home, a major shake-up at the crowded airport less than three months after the discount collapsed in the biggest failure of a US airline in decades.JetBlue said the…
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Next chapter: Restructuring GitHub’s bug bounty program

Next chapter: Restructuring GitHub’s bug bounty program

๐Ÿš€ Read this insightful post from Hacker News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: The security research community makes GitHub safer for everyone. Thatโ€™s the simple idea behind our bug bounty program. For more than a decade, researchers from around the world have helped us find and fix vulnerabilities before they could be exploited, and weโ€™ve worked hard to be a program worth their time. Today, weโ€™re sharing some meaningful changes to how the program works. These decisions comes after months of reflecting on our program, analyzing whatโ€™s happening across the industry, and thinking about researcher experience. Whatโ€™s changed…
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The Paramount-Warner Brothers merger was hit with a temporary restraining order

The Paramount-Warner Brothers merger was hit with a temporary restraining order

๐Ÿ’ฅ Read this awesome post from Business News ๐Ÿ“– ๐Ÿ“‚ **Category**: ๐Ÿ’ก **What Youโ€™ll Learn**: Paramount SkydanceProposed acquisition of Warner Bros. Discovery It hit its first official roadblock when a judge issued a temporary restraining order on the merger as part of a lawsuit brought by state attorneys general. California District Judge Araceli Martinez Olguin signed the order Monday after hearing arguments from both sides in an Oakland courtroom on Friday. The order places a 14-day pause on anything moving forward with the merger. Last week, a group of state attorneys general led by Rob Bonta of California filed a…
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