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OpenClaw calls the camera to monitor the owner drinking water, The Atlantic criticizes Silicon Valley's frenzy triggering societal AI fatigue
The Atlantic reports that as AI entities demonstrate overstepping behaviors like using cameras to monitor humans, the relentless sprint toward the singularity in Silicon Valley is causing serious societal AI burnout. Data confirms this emotional collapse; an NBC News poll shows public favorability towards AI has dropped to 26%, with only 18% of Generation Z holding hope.
The frenzy is producing absurd realities. Nat Friedman, former CEO of GitHub, re

Nous Open Source Lighthouse Attention: Single B200 Runs 512K Speedup of 17x
Nous Research has open-sourced the Long Context Pretraining Mechanism Lighthouse Attention. When processing 512K length texts on a single B200 GPU, this approach is approximately 17 times faster than traditional mechanisms, and achieves 1.4 to 1.7 times end-to-end training speedup at 98K length.
Traditional attention mechanisms require calculating pairwise relationships between all words, and as the text lengthens, the computational cost increases quadratically. Lighthouse Attention adopts a coarse-to-fine approach

These days I tried out OneKey Perps' gold perpetual contracts, and the depth is even thicker than some top-tier major exchanges. Slippage control is very smooth, comparable to the seamless trading experience of CEXs.
OneKey Perps is a perpetual contract module directly integrated into the OneKey wallet, usable on both the web and app, eliminating the need to jump to third-party DApps. The underlying liquidity runs on Hyperliquid's on-chain order book, supporting Auto BBO limit orders, feeling not much different from centralized exchanges.
No need to bother with KYC, just connect your walle

Why is this happening? On one hand, computational power optimization and model compression have really lowered costs; on the other hand, it's outright competition—whoever is cheaper gets to attract users first, build ecosystems, and gather data. Especially in the Chinese market, the competition has been fierce for a few years now, with lightweight models being offered for free and high-performance ones dropping dramatically, even causing profit margins to turn negative at times.
However, this battle has now reached a point where it’s no longer about endlessly cutting prices. Some companies a