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It’s #SunDay! Here’s your space weather report for the week of July 17 - July 23:
• 5 M-class flares
• 2 C-class flares
• 31 coronal mass ejections
• 0 geomagnetic storms
This video from NASA’s Solar Dynamics Observatory (SDO) shows the week’s activity.
It was a fairly calm week on the Sun as SDO’s daily Earth eclipses punctuate our view of the Sun. The spacecraft’s Earth eclipse season, which began on July 5, continues through August 2. Eclipse seasons are three-week periods twice a year when the spacecraft’s orbit passes “behind” Earth, briefly blocking out the Sun each day.
Learn more about space weather: https://t.co/GRxOaTcMdD
Mark Twain understood a reality that outlasts every era’s noise: that laughter is the most honest form of truth-telling we have. Humor happens to have great health benefits as well - triggering release of feel-good endorphins, lowering stress hormones, and strengthening our bonds to others. Twain built a career out of puncturing pretension while keeping audiences laughing too hard to notice how sharp the point really was. Lisa and I enjoyed the Kennedy Center Awards built around his name, which will start streaming today on @netflix. My favorite of Twain’s many pearls of wisdom remains, “The secret to getting ahead is getting started.” Would love to know yours.
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As AI-native models grow to handle real-world network complexity, legacy hardware constraints can limit what networks can achieve.
NVIDIA AI Aerial's GPU-accelerated, AI-native architecture enables a new class of Layer 1 and Layer 2 algorithms that help close the massive MIMO performance gap in real deployments, with up to 1.62x throughput gains in AI-based beamforming.
The shift to AI-native RAN is the path to enhancing performance, efficiency, and programmability for radio networks. Learn more ➡️ https://t.co/MdRzyyZpGA
Dr. Korinna:
I am hiring a PhD researcher at Technische Universität Berlin!
The position focuses on machine-learning-based predictive maintenance for axial compressor stages. The research will combine multimodal sensor data with unsupervised and self-supervised anomaly detection, supervised damage classification, and explainable AI. This is a joint project with Dieter Peitsch and Ennes Sarradj.
I am looking for a candidate with a background in engineering, applied mathematics, or computer science and practical experience with deep-learning architectures for time-series data, Python, and PyTorch or JAX.
🌐 Link: https://t.co/zPG2Qbb5AQ
❗ Deadline: July 24th
#ML #XAI #research #PhD
For those who were asking about the DGX Station
Finally got GLM 5.2 NVFP4 to run at 256k context length
- Prefill: 3000 tokens/sec prefill
- Decode: 32 tokens/sec decode
KVCache is in FP8, no concurrent requests unfortunately but overall not bad for a Desktop
Not a REAP btw
This article explores the integral role of R in statistical data analysis, emphasizing its features, applications, and benefits within research methodologies. https://t.co/G6i2cwa7D5
#DataScience#RStats#coding
Ward 4B. Pediatric ward. 11pm.
Light was off. NEPA did their thing.
One bed had a 7-year-old boy. Malaria + typhoid.
His mom had ₦350 in her purse. Hospital bill was ₦42k.
Nurse came: “Mama, if you don’t pay 50% by morning, we’ll discharge against medical advice.”
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@crazyclips_ That kid definitely deserved it! Should’ve happened sooner. Those that think he didn’t are part of society’s problem. Such a false sense of entitlement is getting way out of hand.