Whoa! 16GB of RAM needed – I hadn't realized there were Snapdragon phones out there with that much GPU-accessible RAM, so TIL! https://
x.com/nexa_ai/status
/nexa_ai/status/1975233621691924962
…
AI HARDWARE
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Snapdragon Phones Now Support 16GB GPU-Accessible RAM
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NVIDIA InferenceMAX Delivers $75M Revenue Potential Per System
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To help companies get the most value, NVIDIA systems are built to deliver as much output as possible at AI factory scale. Recent InferenceMAX v1 results show NVIDIA sets the standard:
— NVIDIA (@nvidia) 10 octobre 2025
One NVIDIA system can enable $75 million in revenue for AI companies using (tag DeepSeek AI)… https://t.co/mWYKsySFXATo help companies get the most value, NVIDIA systems are built to deliver as much output as possible at AI factory scale. Recent InferenceMAX v1 results show NVIDIA sets the standard: One NVIDIA system can enable $75 million in revenue for AI companies using (tag DeepSeek AI)
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Multimodal Edge AI: Vision Audio Integration for Speaker Identification
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Combining vision + audio on edge AI to identify who's speaking. A huge number of great applications across all kinds of industries and use cases. Real world engineering at its best Demo: https://
eu1.hubs.ly/H0nKK6B0 -

Sora clones flood App Store amid major tech innovations
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Top stories in tech today: – Sora copycats flood Apple’s App Store
– Amazon's prescription vending machines
– Tensor Robocars will come ‘Lyft-ready’ – MIT and Harvard design ‘natural killer’ cells – Quick hits on other tech news Read more: https://
tech.therundown.ai/p/sora-clones-
flood-app-store
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Microcenter RTX 5090 GPU Deal $2000 Today
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microcenter has RTX 5090 deal for $2k today if you wanna pick up one 🙂
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Week highlights: CellTransformer, Figure 03 robot, Base Power funding
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Dan's last Dose.
Peace in the Middle East.
Nobel winner lives best life.
Allen Institute's CellTransformer maps brains.
Figure unveils 03 robot that can do home chores.
Base Power Company announces $1B Series C .
+David Lynch on meditation. What a week for the optimists. -

KAT-Dev-72B-Exp: Agentic Coding Model Ranks #2 SWE-Bench
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HUGE a new Agentic coding model, fits on 4x RTX 3090s @ 4-bit, fully local KAT-Dev-72B-Exp by Kwaipilot – Claude Code setup guide included – ranks #2 on SWE-Bench Verified – excels at long-horizon coding + tool-use – multi-stage tuned: Mid-Training, SFT + RFT, Agentic RL
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Inference Efficiency Drives AI Production Profitability and ROI
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As AI moves from prototypes to production, inference efficiency becomes the ultimate driver of profitability. Open benchmarks like InferenceMax provide a shared standard to measure performance, TCO, and ROI, validating NVIDIA’s full-stack approach of co-designed hardware and
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NVIDIA InferenceMAX Achieves 10x Performance Efficiency Gains
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Industries are scaling AI like never before. To help organizations extract maximum value, NVIDIA systems are built to deliver unmatched performance at AI factory scale. The latest InferenceMAX v1 benchmarks confirm: 10× more performance per watt, translating to lower
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Inference Efficiency Drives AI Production Profitability and ROI
By
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As AI moves from prototypes to production, inference efficiency becomes the ultimate driver of profitability. Open benchmarks like InferenceMax provide a shared standard to measure performance, TCO, and ROI, validating NVIDIA’s full-stack approach of co-designed hardware and