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Small Poisoned Corpora Break Large Language Models Despite Scale - technology
2025-10-12
3 min read
Tessa J. Grover
Small Poisoned Corpora Break Large Language Models Despite Scale

A new analysis shows that as few as 250 malicious documents, totaling roughly 420,000 tokens, can reliably trigger gibberish across multiple model sizes, underscoring acute robustness risks and complicating detection claims. At the same time, a proposed $25 billion data center and fresh warnings of an AI stock bubble highlight a race to scale and consolidate even as business models remain unproven. These tensions over resilience, economics, and public trust will shape which capabilities endure.

Reddit
#data poisoning
#large language models
#ai infrastructure
#ai bubble
#model robustness
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AI Drives Web3 Scaling, Fuels Finance Innovation and Global Tech Investment - technology
2025-09-25
2 min read
Jamie Sullivan
AI Drives Web3 Scaling, Fuels Finance Innovation and Global Tech Investment

Today’s discussions reveal artificial intelligence is no longer a nascent technology but an operational backbone driving innovation across Web3 infrastructure, finance, and global technology platforms. A leading Avalanche figure's appointment to 0G Labs and Alibaba’s vision for LLMs signal a decisive industry bet on AI’s transformative potential within the current economic landscape.

X (Twitter)
#web3
#finance
#ai agents
#large language models
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