Ever wonder why low-precision AI training with Flash Attention suddenly crashes? Tsinghua University researchers crack the code! They reveal it's a double whammy: internal attention data patterns become too similar, and subtle, biased rounding errors in low-precision math
SYSTEMS
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RF Sensing Technology Across Home Enterprise Battlefield Space
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I go deeper on RF sensing (across the home, enterprise, battlefield and space) in my latest video:
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Add Firewall Rule in Hetzner Console or Login via Web Console
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Ah like Brazilians should be welcome back to Italy? Yes I agree
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Securing VPS with Cloudflare Tunnel for enhanced security
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Not paying non-citizens welfare is pretty easy to regulate
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Use MoE Models for Unified Memory Hardware Like DGX Spark
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As I have mentioned before, stop trying to get Dense models running on the DGX Spark/Mac Studios Unified Memory is best fit for MoEs because you only make each token go through a small subset of the numbers of parameters in the model Optimize for your hardware x.com/LeTechLead/sta…
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User reports rapid expiration of grok-4-1-fast-non-reasoning AI model
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If it's that, it could be some biological thing where a species is trying to kill itself
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Qwen 3.5-Flash: Linear Attention + Sparse MoE Breakthrough
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Most companies are scaling models UP to get better performance.
— God of Prompt (@godofprompt) 14 mars 2026
Qwen went the opposite direction.
Their 3.5-Flash model uses linear attention + sparse MoE architecture.
Translation: You get near-frontier performance without needing a data center to run it. pic.twitter.com/rN6cXx8Ox0Most companies are scaling models UP to get better performance.
Qwen went the opposite direction. Their 3.5-Flash model uses linear attention + sparse MoE architecture. Translation: You get near-frontier performance without needing a data center to run it. -
MedOS deployed at Stanford, presented at NVIDIA GTC as AI-native milestone
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The big deal: this isn’t a lab demo. MedOS just deployed inside Stanford Blood Center and Stanford Pathology, and it’s being presented at NVIDIA GTC: the same conference where most of the modern AI stack gets unveiled. If it works, this is the first real glimpse of AI-native
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AI Copilots Revolutionize Medicine with MedOS: ChatGPT, XR Glasses, and Robotic Hands for Doctors
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AI copilots are coming for medicine.
— AI Breakfast (@AiBreakfast) 14 mars 2026
MedOS is basically ChatGPT + smart glasses + robotic hands for doctors.
A physician can wear XR glasses, see a patient, and the system:
• watches the procedure in real time
• reasons with multi-agent AI models
• suggests diagnoses or… pic.twitter.com/PbxnYVO227AI copilots are coming for medicine. MedOS is basically ChatGPT + smart glasses + robotic hands for doctors. A physician can wear XR glasses, see a patient, and the system: • watches the procedure in real time
• reasons with multi-agent AI models
• suggests diagnoses or -
Unifi Router Ad Blocking Bug Report and Domain Whitelisting Issue
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Nee stuur die dm maar naar geer & goor