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Connor Bradley: Injured Liverpool defender can still impact Northern Ireland in play-off – Stephen Kerrigan

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🚀 Explore this must-read post from BBC Sport 📖 📂 **Category**: ✅ **What You’ll Learn**: Kerrigan added that losing a player of Bradley's caliber is a "huge loss", but Northern Ireland is still capable of surprising Italy, which is seeking to qualify for the World Cup for the first time since 2014.Goalkeeper Pierce Charles is also a doubt due to a shoulder injury sustained at Sheffield Wednesday, and O'Neill will hope none of his key players are injured ahead of the game. “We can definitely do it. We will have to reach a level of performance that we have not…

Luminar bids $22 million for its lidar business

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🚀 Check out this trending post from TechCrunch 📖 📂 **Category**: Transportation,Austin Russell,Luminar,quantum computing inc 💡 **What You’ll Learn**: Luminar has reached a deal to sell its lidar business to a company called Quantum Computing Inc. For just $22 million, unless it receives better offers by the 5:00 PM Central time deadline on Monday. The lidar maker, which filed for Chapter 11 bankruptcy protection in December, announced plans to sell its semiconductor business to Quantum Computing Inc. For $110 million. The deals must be approved by a bankruptcy judge in the Southern District of Texas before they can be finalized.…

The Hundred 2026: Sunrisers Leeds retain Harry Brook and Brydon Carse, as Daniel Vettori names Andrew Flintoff’s successor as head coach

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💥 Check out this must-read post from BBC Sport 📖 📂 **Category**: 📌 **What You’ll Learn**: Sunrisers Leeds have retained English players Harry Brook and Brydon Carse for the 2026 edition of The Hundred, with Daniel Vettori appointed as the new men's head coach.Multi-format internationals Brook and Carse have been with the team, known as the Northern Superchargers until their recent takeover, since the inaugural 2021 Championship season.Sun Group, owner of Indian Super League side Sunrisers Hyderabad, last year paid just over £100m for a 100% stake in the franchise based at Headingley's home in Yorkshire.Brook, 26, and Cars, 30,…

Aldi plans to open 180 US stores in 2026 as shoppers seek value

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🔥 Explore this trending post from Business News 📖 📂 **Category**: ✅ **What You’ll Learn**: As Americans of all incomes look to trim their grocery budget, Aldi plans to open more than 180 stores in the United States this year — including in the traditional territory of rival supermarkets and department stores.The German grocery stores' recent growth plans follow already strong expansion over the past decade. Aldi, known for its low prices, smaller stores and focus on private label brands, has become the country's third-largest grocer by number of stores, trailing only Walmart and Kroger. Last year, Aldi saw its…

The Institutional Trust Problem in AI Deployment

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🔥 Explore this awesome post from Hacker News 📖 📂 **Category**: 📌 **What You’ll Learn**: I led Product for Ontario’s Digital Service, managing services for 15 million citizens. Here’s why AI agents fail institutional adoption—and one architectural primitive that helps address it. — TL;DR: High‑stakes institutions cannot justify probabilistic safety without governance primitives. I built a governance primitive that makes authority constraints persistent and mechanically enforceable through tool filtering. It works across domains (healthcare, finance, legal…) with the same kernel. The reference implementation demonstrates the pattern. The Pattern Nobody’s Naming As Head of Product for the Ontario Digital Service, I…

The newly discovered ‘Port Talbot Pompeii’ may have been a Roman center of agriculture | Roman Britain

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🚀 Explore this insightful post from Culture | The Guardian 📖 📂 **Category**: Roman Britain,Archaeology,Heritage,Wales,Swansea,UK news,Culture 💡 **What You’ll Learn**: Over the past 100 years or so, this distinctive and difficult corner of South Wales has become famous for its steel mills and coal mines. But the discovery of the remains of a large Roman villa in a country park on the outskirts of Port Talbot gives a new and interesting insight into life here centuries before the advent of heavy industry.Found beneath the surface of Margam Country Park and close to the M4 motorway, the presence of the villa…

Arman Tsarukyan says the UFC wants to make Buddy Pimblett the lightweight champion

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✨ Discover this must-read post from BBC Sport 📖 📂 **Category**: ✅ **What You’ll Learn**: Arman Tsarukyan says he was overlooked for an interim lightweight title shot because the UFC "wants to make" Buddy Pimblett champion.Pimblett will face Liverpool's American Justin Gaethje for the interim belt on January 24, with top contender Tsarukyan ignored.The match was surprising, considering that Gaethje is in fourth place with Pimblett in fifth.Tsarukyan suggested that Pimblett's star power guaranteed him the fight.“They know if they were to put me against him, he would lose and the star would be gone,” Tsarukyan said after returning to…

Harmattan AI raises $200M Series B led by Dassault Aviation, becomes defense unicorn

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🚀 Check out this must-read post from TechCrunch 📖 📂 **Category**: AI,Fundraising,defense tech,drones,unicorns 💡 **What You’ll Learn**: French defense technology company Harmattan AI is growing as fast as the rise of its new backer's supersonic jets. Founded in 2024, the company is now valued at $1.4 billion after raising a $200 million Series B round led by Dassault Aviation, best known for manufacturing the Rafale fighter jet. Harmattan AI, which builds autonomous control and mission system software for defense aircraft, has received strong verification signals from the French and British Defense Ministries in less than two years of its existence.…

Trump credit card rate cap has unclear path and ‘devastating’ risks

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🔥 Read this insightful post from Business News 📖 📂 **Category**: ✅ **What You’ll Learn**: (LR) Wells Fargo CEO and President Charles Scharf, Bank of America Chairman and CEO Thomas Moynihan, JPMorgan Chase Chairman and CEO Jamie Dimon, Citigroup CEO Jane Fraser, State Street CEO Ronald O'Hanley, Bank of New York Mellon CEO Robin Vince, Goldman Sachs CEO David Solomon and Morgan Stanley CEO James Gorman testify during a Wall Street oversight hearing by the Banking, Housing and Urban Affairs Committee On Capitol Hill in Washington. Capital, December 6, 2023.Saul Loeb | AFP | Getty ImagesBank executives were dispatched over…

DeepSeek’s mHC: When Residual Connections Explode

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💥 Read this insightful post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: January 11, 2026 Every transformer you’ve ever used has the same residual connection design from 2016. GPT-5, Claude, Llama, Gemini. Under the hood, they all do the same thing: x+F(x)x + F(x)x+F(x). One stream of information flowing through the network, with each layer adding to it. DeepSeek asked: what if it was wider? The Setup Standard residual connections are the backbone of every modern transformer. The idea is simple: xl+1=xl+F(xl)x_💬 = x_l + F(x_l)xl+1=xl+F(xl) The input flows through unchanged, plus the layer’s output. One…