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Kanal tas-sors @linuxgram · Post #17841 · Fra 19

📰 AI Helped Uncover A "50-80x Improvement" For Linux's IO_uring Linux block maintainer and IO_uring lead developer Jens Axboe recently was debugging some slowdowns in the AHCI/SCSI code with IO_uring usage. When turning to Claude AI to help in sorting through the issue, patches were devised that can deliver up to a "literally yield a 50-80x improvement on the io_uring side for idle systems." The code is on its way to the Linux kernel... 🔗 Source: https://www.phoronix.com/news/AI-50-80x-IO-uring #linux#kernel

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Red Nile

@rednile12 · Post #10422 · 17/12/2025 17:16

🔺Continuation from above @rednile12 🛢️ What’s really driving prices? 🔹Oversupply dominates ▪️US output at a record ~13.8 million bpd ▪️OPEC+ (led by Russia) adding 137,000 bpd in December ▪️IEA warns of a 4+ million bpd surplus in 2026 🔹Venezuela factor is limited (for now) ▪️Venezuela exports ~800–900k bpd (mostly to China) ▪️Blockade mainly targets shadow fleet tankers ▪️Estimated 300–500k bpd at risk ▪️OPEC spare capacity can easily offset this 🔹Demand is weak ▪️Sluggish global growth ▪️China slowdown ▪️Energy transition pressures ⚠️ Strategic takeaway This isn’t about oil fundamentals—it’s about US coercive diplomacy. 🔹 Trump’s move: ▪️Injects short-term volatility ▪️Signals renewed energy weaponization ▪️Uses sanctions + naval pressure, not markets, to discipline rivals 🔹 But in an oversupplied world, geopolitics can only spike prices temporarily. 📉Bottom line: Unless the blockade expands or collides with another major disruption, oil prices remain structurally bearish, with volatility driven by headlines—not fundamentals. 🔴 Follow more insights: @rednile12 | #Red_Nile_Geopolitics #OilPolitics#TrumpDoctrine#Venezuela#EnergyWeaponization#Geopolitics#OPEC#WTI#Brent#GlobalEconomy#RedNileAnalysis