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matthewlam721/octopus-parallel: Pre-balanced GPU workload distribution inspired by octopus neural coordination. Achieves up to 14.84x speedup on imbalanced parallel tasks.

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🔥 Check out this must-read post from Hacker News 📖 📂 **Category**: 💡 **What You’ll Learn**: A journey from marine biology to GPU optimization I achieved 14.84x speedup (93.3% time reduction) on GPU parallel processing by applying a simple insight from octopus neuroscience: instead of waiting for the slowest worker, pre-distribute work so everyone finishes together. Results on real image processing workloads: Scenario Speedup Time Saved Web Images 3.41x 70.7% Thumbnails + 8K 3.99x 74.9% Medical Imaging 5.37x 81.4% Satellite Imagery 8.15x 87.7% Video Frames 14.84x 93.3% Code: [GitHub link] The Observation That Started It All I was reading about…

Paris Saint-Germain vs Newcastle: How can Eddie Howe’s side cure travel sickness in the Champions League?

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🚀 Explore this insightful post from BBC Sport 📖 📂 **Category**: 💡 **What You’ll Learn**: However, that is easier said than done.There is a belief internally that there have been times on the road this season when Newcastle have been dragged into games the opposition wanted rather than imposing their own style on them as planned.As much as that has been influenced by the need to choose moments to press hard during a relentless schedule, they have, on average, had more possession and more than 10 open passing sequences per game this season.But Newcastle didn't always make the most of…

Paris Saint-Germain: Why are the Champions League holders struggling to reach the top of their game?

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✨ Explore this insightful post from BBC Sport 📖 📂 **Category**: ✅ **What You’ll Learn**: For the better part of the calendar year, the Parisians could afford to play without a nominal centre-forward. Dembele was enough of a focal point to push defenders out of position, while pressing intensely and scoring the best goal of his career. This season, PSG's other strikers have been too inconsistent to make up for the Frenchman's absence.Dembele, who has only just returned to full fitness, came off the bench to help Bradley Barkola's late winner against Auxerre. Until then, Goncalo Ramos had struggled to…

TV tonight: Kirsty and Phil have a hut fight | TV and radio

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✨ Explore this insightful post from Culture | The Guardian 📖 📂 **Category**: Television & radio,Culture,Television,Film,Sport 📌 **What You’ll Learn**: Christy and Phil love it or list it8pm on Channel 4Wheelchair user Andy is tired of his family's old house and its narrow hallways. He's ready to move but his partner Sam thinks they should stay put and upgrade. To make matters more complicated, there's also their one-year-old son to consider. Should they spend a budget of £60,000 on some renovations or £500,000 on a new property? Kirsty and Phil struggle with their thoughts. Holly RichardsonDig for Britain8pm on BBC…

Google Photos brings instant editing to India, Australia and Japan

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💥 Discover this must-read post from TechCrunch 📖 📂 **Category**: Apps,AI edit,Google,Google Photos,India ✅ **What You’ll Learn**: Google is bringing AI photo editing to more users around the world, making it easier to fix your photos using simple text commands instead of complex editing tools. The company announced Tuesday that it is expanding natural language-based editing in Google Photos to additional countries, including Australia, India and Japan. The feature, which Google first rolled out to Pixel 10 users in the US last August, allows people to describe the changes they want to make to their photos instead of manually adjusting…

Moltbot Security Guide: Stop Hackers & Vulnerabilities

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🔥 Discover this awesome post from Hacker News 📖 📂 **Category**: ✅ **What You’ll Learn**: Running Moltbot (or any always-online bot service) on a VPS is powerful—but it also makes your server a target. The reality is that most attacks aren’t personal. The internet is full of automated scanners that continuously probe VPS IPs for open ports, weak SSH, exposed dashboards, public databases, and misconfigured webhooks. If Moltbot is new (or quickly evolving), it’s even more important to lock things down before you go live. This guide is a complete, practical playbook to secure your VPS when running Moltbot. It…

Moeen Ali joins Yorkshire in T20 Blast as he lays out retirement plan and praises anti-racism efforts

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💥 Check out this awesome post from BBC Sport 📖 📂 **Category**: 📌 **What You’ll Learn**: Moeen has announced that he is leaving domestic cricket after signing for the Birmingham Bears last summer.He had ended his international career the previous year having played 68 Tests, 138 ODIs and 92 T20 ODIs, appearing in three Ashes series.Following England's recent 4-1 defeat in Australia, team culture has once again hit the headlines, with the England and Wales Cricket Board vowing to investigate reports of players drinking excessively.Moeen is a devout Muslim who does not drink alcohol. From a sporting standpoint, he says…

Arbroath v Airdrieonians, St Johnstone v Ayr United and Stranraer v Clyde have been postponed

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🔥 Explore this must-read post from BBC Sport 📖 📂 **Category**: 💡 **What You’ll Learn**: Arbroath's Scottish Challenge Cup clash with Airdrieonians, Ayr United's quarter-final visit to St Johnstone and Stranraer's clash with Clyde in League Two have been postponed.The match at Gayfield was stopped due to high winds, while there are waterlogged pitches at Saints MacDiarmid Park and Stranraer Stair Park.In recent matches, Inverness Caledonian Thistle and Reath Rovers have reached the semi-finals of the Challenge Cup.Rovers beat Championship rivals Queen's Park on penalties following a 1-1 draw in Glasgow, while Caley Thistle beat visitors Stenhousemuir 1-0 in a…

WATCH: Senate reconvenes as Minnesota shootings, DHS funding upends spending deal

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✨ Read this insightful post from PBS NewsHour - Politics 📖 📂 **Category**: Alex Pretti,Donald Trump news,Pregnant Students' Rights Act,senate 💡 **What You’ll Learn**: Senate Democratic leader Chuck Schumer said on Tuesday that Homeland Security Secretary Kristi Noem is a “liar,” “evil,” and “incompetent” and should be fired after two protesters were killed in Minneapolis by federal authorities. Watch the Senate floor in the video player above. In his opening remarks as the Senate returned to Washington, Schumer said Democrats would not vote to fund the Department of Homeland Security as part of a broad spending bill passed by the…

Bernardine Evaristo renews her call to diversify the curriculum in England | Schools

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🔥 Check out this trending post from Culture | The Guardian 📖 📂 **Category**: Schools,English and creative writing,GCSEs,Curriculums,Bernardine Evaristo,Race,Education,Books,Culture,England,UK news ✅ **What You’ll Learn**: Booker Prize-winning author Bernardine Evaristo has called for renewed efforts to diversify school curricula in England, warning that young people are growing up in a society where “doors are closed” and where the tide is turning against inclusion.There has been progress in the diversity of texts offered in GCSE English literature curricula, but uptake in schools remains low, with only 1.9% of GCSE pupils in England studying books by authors of color, compared to 0.7% five…