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Yes you should understand backprop | by Andrej Karpathy

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🚀 Check out this trending post from Hacker News 📖 📂 Category: ✅ Here’s what you’ll learn: When we offered CS231n (Deep Learning class) at Stanford, we intentionally designed the programming assignments to include explicit calculations involved in backpropagation on the lowest level. The students had to implement the forward and the backward pass of each layer in raw numpy. Inevitably, some students complained on the class message boards:“Why do we have to write the backward pass when frameworks in the real world, such as TensorFlow, compute them for you automatically?”This is seemingly a perfectly sensible appeal - if you’re…

Top 8 Password Managers (2025), Tested and Reviewed

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💥 Discover this must-read post from WIRED 📖 📂 Category: Gear,Security,Gear / Buying Guides,Security / Security Advice,Buying Guide 📌 Main takeaway: The Pass Monitor view gives you a quick overview of your accounts. This isn't unique to Proton Pass at all, but I appreciate how effective Proton's security dashboard is. It highlights weak passwords, accounts where two-factor authentication is supported but not enabled, and, most importantly, links to support resources for features like email aliases and automatic two-factor authentication.Once registered, download the Proton Pass app on Windows, macOS, Linux, Android, or iOS, and enable the browser extension on Chrome, Safari,…

NFL: How the Indianapolis Colts went from outsiders to unstoppable

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🚀 Discover this awesome post from BBC Sport 📖 📂 Category: ✅ Main takeaway: Eight weeks into the season, the Indianapolis Colts are still setting the pace for the NFL.They had their share of struggles in Shane Steichen's first two years as head coach, but people thought they had a good roster coming this season.I don't think anyone thought he would play like that.Not only do they lead the AFC South, they are the only team in the NFL with a 7-1 record — and they have won four of those games by at least 21 points.The Colts could go…

Chicago, ICE, and the Lie of American Pastoral

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🚀 Discover this trending post from The New Yorker 📖 📂 Category: Culture / Critic’s Notebook ✅ Key idea: This cynicism is not new, it has only been invigorated under the current regime. Allaying the fears of people who aren't from here is a rite of passage among Chicagoans who didn't grow up here. For example, the nickname "Chirag" is made ironic by the many picturesque riverside views and West Loop restaurant scenes featured in "Day in the Life" vlogs, which like to present the city as the last American bastion of yuppies without inherited wealth. (The best parody of…

Wales Women: Do Shaun Lean players get enough playing time?

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💥 Explore this must-read post from BBC Sport 📖 📂 Category: 📌 Key idea: There is no doubt that the Celtic challenge will play a big role. The cross-border competition is now in its third year, with Lightning and Thunder already producing international players.The ambition at FIFA is that the two regions can tempt Welsh players struggling to get game time to return home.“It's been so amazing for me and a lot of the other girls, just another opportunity to play,” Metcalf said."I've grown so much in the last couple of years and I know this year will be even…

Meta readies $25bn bond sale as soaring AI costs trigger stock sell-off

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🔥 Check out this insightful post from Hacker News 📖 📂 Category: 📌 Key idea: Unlock the Editor’s Digest for freeRoula Khalaf, Editor of the FT, selects her favourite stories in this weekly newsletter.Meta is planning to raise $25bn from a bond sale to help it pay for soaring artificial intelligence costs, even as the Big Tech group’s shares suffered one of their worst days ever over concerns that its spending is too high.The social media group had hired Citigroup and Morgan Stanley to raise up to $25bn in debt, ranging from five to 40 years in maturity, in what…

No, SNAP benefits are not used mostly by immigrants

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💥 Check out this trending post from WIRED 📖 📂 Category: Politics,Disinformation ✅ Key idea: Approximately 42 One million Americans stand to lose food stamps this weekend, and far-right influencers, extremists and conspiracy theorists are using the crisis to spread racist misinformation about who receives these benefits.As a result of the government shutdown, the Supplemental Nutrition Assistance Program (SNAP) will no longer be funded effective November 1, according to a message on the website of the U.S. Department of Agriculture (USDA), which administers the program. While this loss of benefits could be catastrophic for millions, it has not stopped the…

MLB World Series: The LA Dodgers beat the Toronto Blue Jays for back-to-back titles

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✨ Explore this must-read post from BBC Sport 📖 📂 Category: ✅ Main takeaway: Veteran Toronto shortstop Max Scherzer exited the game and the lead was still 3-1 in the fifth inning, and the Dodgers rallied in the sixth when Tommy Edman scored on a Mookie Betts sacrifice fly to cut the deficit to one run.The Blue Jays came at it again, when Ernie Clement's stolen base put him in position for Gimenez to push him into the infield with a double to right side.As is common in World Series Game 7, both sides made frequent pitching changes, even switching…

Why Nicholas Thompson created custom GPT to run faster

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💥 Read this must-read post from Culture Latest 📖 📂 Category: Science,Science / Health,Culture,Gear,The Big Interview ✅ Here’s what you’ll learn: To most All over the world, Nicholas Thompson is known as an editor, AI enthusiast, or a LinkedIn influencer. But the former WIRED editor-in-chief, who is now CEO of The Atlantic, is often better known among his colleagues The man running to the office.On Tuesday, Thompson will be released Running Land: Father, Son and the Simplest of Sports. As the title suggests, it's a book about his commitment to running, with Thompson running a ridiculously fast marathon and holding…

Sean Dyche was angered by the “strange” decision in Nottingham Forest’s draw with Manchester United

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🚀 Check out this must-read post from BBC Sport 📖 📂 Category: 💡 Here’s what you’ll learn: "Two in two weeks is ridiculous," Daish continued. “You might get one of those [decisions] season."Of course you can argue about our handling of this issue, but the point is that it was a wrong decision. What's worse is that the assistant referee shot the ball from 75 yards, behind the goal. And he seemed to be able to see that.""We can clearly see the ball hanging over the line. Whether it's three-quarters or not is irrelevant, the fact is it's not over.…