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Study Reveals Gaps in Blockchain Sanction Enforcement as Attackers Persistently Evade

Study Reveals Gaps in Blockchain Sanction Enforcement as Attackers Persistently Evade

New research analyzing 1.07 billion Ethereum transactions exposes critical limitations in blockchain sanctions, showing attackers still rely heavily on Tornado Cash despite a 71% drop in overall volume. The study proposes a novel tracking algorithm achieving 97% precision to address structural enforcement weaknesses in decentralized finance.
AMD Matrix Cores Supercharge Llama.cpp: MFMA and Stream-K Unlock 9.5K Tokens/sec on MI300X

AMD Matrix Cores Supercharge Llama.cpp: MFMA and Stream-K Unlock 9.5K Tokens/sec on MI300X

A major pull request in llama.cpp has enabled AMD's Matrix Cores (MFMA) and stream-K scheduling for CDNA 3 GPUs, dramatically accelerating quantized inference. The update removes NVIDIA-specific hardware assumptions and delivers up to 9.5K tokens/sec on MI300X hardware—rivalling high-end NVIDIA performance. This collaboration between AMD engineers and the llama.cpp community marks a leap forward for open-source AI on alternative hardware.
When AI Graded Its Own Homework: An English Professor's Classroom Experiment with ChatGPT

When AI Graded Its Own Homework: An English Professor's Classroom Experiment with ChatGPT

A University of Virginia professor conducted a semester-long experiment, allowing students to use ChatGPT for writing assignments while challenging them to decide if AI could replace human instruction. The results reveal surprising insights about AI's limitations in fostering creativity, the ethics of 'Centaur' collaboration, and why 68 out of 72 students ultimately voted to keep their professor.