Tech Videos — 2026-04-10#

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Judge the Judge: Building LLM Evaluators That Actually Work with GEPA is the standout talk today for its pragmatic, no-nonsense look at prompt optimization using the GEPA algorithm. It skips the marketing hype and dives straight into the real engineering challenge of creating calibrated LLMs-as-a-judge that actually correlate with human annotations without severely overfitting to your test data.

YouTube — 2026-04-10#

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How Trump’s Advisers Felt About Going to War With Iran is an essential watch to understand the geopolitical earthquake currently reshaping the global news cycle. The NYT provides a fascinating inside look at the Situation Room, detailing how Trump opted for a full-scale war on a “gut feeling,” despite skepticism from Marco Rubio and warnings from VP JD Vance about depleted munitions and regional chaos.

Gaming Videos — 2026-04-04#

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If you only have time for one video today, make it 【免費白嫖1477】喜加二十四！神作突然限時領取！清明假期特輯！Steam 和 Epic等全平臺收集 4.4. In a highly efficient three and a half minutes, this quick guide breaks down a staggering 24 free games you can add to your library right now across major platforms.

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This massive deals roundup is an absolute must-watch for padding out your backlog over the holiday. The video highlights an incredible lineup of heavy-hitters currently available for free via Amazon Prime (binding to Epic or GOG), including Sid Meier’s Civilization VI, Total War: Three Kingdoms, Total War: Attila, and Tiny Tina’s Wonderlands. Beyond Amazon, it also points out notable Steam offerings like The Jianghu and the transition of the classic fighter Killer Instinct to a free model. It even covers upcoming free tests and demos, such as the Project ZETA beta and Car Mechanic Simulator 2026, making it a comprehensive and no-nonsense guide for budget-conscious gamers.

Cooking Videos — 2026-04-09#

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If you only have time for one video today, make it 【國宴大師•糖醋排骨】酸酸甜甜脆脆，吃完連手指頭都得嗦三遍！一口就回味無窮～｜老飯骨 by the state banquet masters at Lao Fan Gu. They offer an incredible culinary masterclass on making the perfect sweet and sour spare ribs, walking you through everything from the ideal 1:1 starch-to-flour batter ratio to the crucial double-frying technique at 180 degrees for maximum crunch.

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Recipes & Tutorials#

Chef Wang Gang demonstrates a brilliant and aromatic 厨师长教你：“香椿煎蛋”，怎么做才能香椿味十足，嫩而不散，香而不糊, utilizing rich duck eggs and a touch of lard to elevate the seasonal Chinese toon shoots. For a quick, small-kitchen-friendly meal, James shares his 小套房料理｜簡易滑蛋蝦仁燴飯，先「炒底」讓味道更香、更豐富！[詹姆士]. He highlights the brilliant Cantonese “Chao Di” technique, which involves stir-frying a rice and lettuce base to build flavor before topping it with a luscious, barely-set shrimp and egg mixture. Lastly, Lao Dongbei Food’s 蒜黃炒肉絲的小秘訣！家常下飯菜的調味技巧！您和大櫥就差這壹招 teaches a homestyle stir-fried shredded pork with garlic chives, using a fragrant blend of soybean oil and lard alongside perfectly uniform 3mm meat slices.

Tech Videos — 2026-04-09#

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Advancing to AI’s Next Frontier: Insights From Jeff Dean and Bill Dally is the standout watch. It features an incredibly dense, hype-free technical discussion on overcoming physical communication latency in LLM inference and using reinforcement learning to design the next generation of AI hardware.

YouTube — 2026-04-09#

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美股启动修复趋势？Meta要大涨了？Anthropic砸盘软件！但也开启了AI新篇章！ is the single most essential watch today, expertly threading the needle between the market impact of the Iran ceasefire, Meta’s pivot to the smaller “Muse Spark” AI model, and Anthropic’s terrifyingly capable new bug-hunting AI. It is a masterclass in connecting global macro trends with cutting-edge tech developments for a busy investor.

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News & Business#

The geopolitical focus remains heavily on the Middle East, with The Fragile Cease-Fire in Iran offering a sobering look at the tentative US-Iran agreement, alongside How the Iran War Hit an Asian Food Giant which illustrates the immediate ripple effects on global supply chains, like Asian farmers facing doubled fertilizer costs. On the domestic front, The New Group of Women Helping Reshape Republican Politics | WSJ explores the “MAHA” movement, highlighting how vaccine skepticism and anti-processed-food stances are bringing wellness-focused moms into the Republican coalition. For a fascinating retail angle, Millions Of Americans Are Losing Weight With GLP-1s. Here’s How That’s Changing Retail. from CNBC details how weight-loss drugs could inject up to $13 billion into the apparel industry as users drop multiple clothing sizes.

Gaming Videos — 2026-04-03#

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If you only have seven seconds to spare today, you need to check out THAT SPEEDRUNNER FRIEND, a bite-sized short that perfectly captures the chaos of playing Minecraft survival with that one friend who is always rushing the endgame. It’s a lightning-fast meme video that is instantly relatable to anyone who has ever tried to build a simple dirt hut while their co-op partner is already gearing up for the Nether.

Cooking Videos — 2026-04-08#

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If you only have time for one video today, make it 鸡肉串 by 小高姐的 Magic Ingredients. This quick, highly practical tutorial teaches you how to get juicy, grill-worthy chicken skewers right from a cast-iron pan, featuring a brilliant meat-tenderizing technique that will completely change how you prep lean poultry.

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Recipes & Tutorials#

For hearty comfort food, the channel 老东北美食 delivers an excellent masterclass on pan-fried and braised pork in 粉絲點的蔥燒大排！就按老廚的配方做！肉排嫩的不像樣，蓋飯超香. The chef demonstrates an essential butchery technique for home cooks: scoring and systematically pounding 1.5-centimeter thick slices of pork tenderloin with both the back and tip of a knife to break down the tissue membrane for maximum tenderness. If you are looking for a fresh, seasonal side dish instead, the same channel offers 5分鍾學會春季涼菜！雞蛋醬拌菠菜，老廚壹手炒醬配方！拌啥都香. This video highlights the proper staging for blanching greens—submerging roots first, then stems, and finally leaves—and shows you how to craft a deeply aromatic, savory Northeastern-style egg sauce using Sichuan peppercorn powder and rich broth.

Tech Videos — 2026-04-08#

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Why, and how you need to sandbox AI-Generated Code? — Harshil Agrawal, Cloudflare from the AI Engineer channel is the most critical watch of the day. It strips away the AI hype to state a fundamental truth: if your agent executes generated code, you are running untrusted code from the internet in production. It delivers a strict, pragmatic capability-based security framework for deciding when to use V8 Isolates versus full Linux containers to prevent credential leaks and compute exhaustion.

YouTube — 2026-04-08#

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The Economic Price of War is an indispensable listen right now: Hoover Institution economists have mapped 150 years of data to show exactly how armed conflict destroys wealth, dropping GDP by up to 40% in extreme cases and spiking inflation by an average of 20%.

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News & Business#

The ongoing US-Iran conflict is dominating market narratives, with CNBC’s Why Realtors Are Worried About The Iran War showing how geopolitical fears and spiking mortgage rates are causing buyers to cancel contracts and flee the spring housing market. On the other hand, the Financial Times notes in How ‘pump anxiety’ is prompting a surge in EV interest | FT #shorts that the exact same war has driven an 80% surge in direct-to-consumer electric vehicle orders as buyers panic over gas prices. For a sharp Chinese-language perspective on trading these geopolitical swings, 美投侃新闻’s 战争要结束了？！别买小票了！瑞银：不会加息！高盛：该抄底大科技了！ breaks down Goldman Sachs and UBS notes on how Wall Street is positioning for a potential ceasefire and rotating back into tech valuations.