Monero Community Suggests Updating Consensus to Thwart 51% Attacks

The Monero community is exploring a potential overhaul of its proof-of-work (PoW) consensus mechanism to make the network resistant to 51% attacks. Community members suggested several proposals, including localizing mining hardware, switching to a merge mining algorithm,  allowing XMR to be mined alongside Bitcoin (BTC) or other major cryptocurrencies, and adopting Dash’s ChainLocks solution. Dash’s…

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Data suggests $100,000 could be the current accumulation range for Bitcoin traders.

Key takeaways:  Bitcoin’s monthly outflow/inflow ratio has dropped to 0.9, signaling renewed long-term confidence and accumulation. Despite aggressive short-side pressure on Binance derivatives, BTC has remained in a tight range between $100,000 and $110,000. Over 19,400 BTC were moved into institutional wallets, indicating strategic positioning by long-term holders. After breaking above the $100,000 level on…

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OpenAI’s o3 suggests AI models are scaling in new ways — but so are the costs

Last month, AI founders and investors told TechCrunch that we’re now in the “second era of scaling laws,” noting how established methods of improving AI models were showing diminishing returns. One promising new method they suggested could keep gains was “test-time scaling,” which seems to be what’s behind the performance of OpenAI’s o3 model —…

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