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Junk GPU Lab

Qwen 3.8 27B at 67 tok/s on Two $78 Nvidia Tesla P100s

AI summary Running a high-performance 27B parameter LLM at home is possible without expensive consumer hardware by repurposing budget-friendly, older server components. By utilizing two $78 Nvidia Tesla P100 cards, it is possible to achieve 67 tokens per second, significantly exceeding the…

  • Qwen 3.8 27B
  • VRAM
  • Quantization

EnglishSummary · Transcript

Planet Money

Are wildfires making the future uninsurable?

AI summary The insurance industry’s traditional risk-spreading model is fracturing as climate-driven megafires transform once-rare disasters into annual occurrences. In Paradise, California, residents face a dual crisis: skyrocketing premiums and widespread non-renewals that threaten the…

  • California Fair Plan
  • Camp Fire
  • IBHS (Insurance Institute for Business and Home Safety)

41 minEnglishSummary · Transcript

Thoughts on the Market

Can AI Chip Demand Outrun the Power Crunch?

AI summary The AI power shortfall creates a significant bottleneck for data center expansion, with projected shortages rising to the mid-30 gigawatt range by 2028. Political and permitting challenges in states like Texas and Ohio are delaying, rather than canceling, these projects,…

  • AI (Artificial Intelligence)
  • Gigawatt
  • Semiconductors

00:12:11EnglishSummary · Transcript

PTI

Commanders Stun Giants, College Football Playoff Talk & More!

AI summary Washington’s narrow victory over the New York Giants highlights the ongoing struggles within the NFC East, as the Giants’ late-game errors and poor clock management cost them a critical home win. In college football, the playoff committee’s emphasis on strength of schedule…

  • The Bachelor
  • NFC East
  • Mauricio Pochettino

25 minEnglishSummary · Transcript

Wyatt H

The Cheapest Local AI Computer Right Now

AI summary The BC250 board, originally rejected for PS5 production and later repurposed for crypto mining, serves as a cost-effective foundation for a dedicated AI workstation. By pairing this $300 hardware with a headless Debian Linux installation, it is possible to maximize available…

  • BC250
  • VRAM (Video Random Access Memory)
  • Headless

EnglishSummary · Transcript

Cardionerds: A Cardiology Podcast

437. Atrial Fibrillation: The Diagnosis and Management of Atrial Flutter with Dr. Joshua Cooper

AI summary Atrial flutter represents an organized re-entrant rhythm typically circumnavigating the tricuspid valve, distinct from the chaotic, multi-circuit nature of atrial fibrillation. While both conditions share clinical risks like stroke and cardiomyopathy, atrial flutter is uniquely…

  • Atrial Fibrillation
  • Atrial Flutter
  • Electrocardiogram (EKG/ECG)

30:07EnglishSummary · Transcript

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