The Five Eyes cyber defense agencies have warned that advanced AI models capable of dramatically amplifying cyberattacks against governments and businesses could be only a few months away, not years. Via The Guardian
CYBERSECURITY
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LangSmith LLM Gateway: Anonymizes Data and Controls Costs
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LangSmith LLM Gateway sits between your agents and LLM providers. It applies spending limits and anonymizes personal data (PII) before requests reach the model, stopping problems at the source rather than simply
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Mythos infiltrates NSA in hours, new iteration in preparation
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So Mythos 'has penetrated almost all classified systems of the NSA, not in weeks, but in hours' and we already have the next iteration of Mythos. Great things are coming.
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True reason for banning AI Fable and Mythos revealed after NSA breach
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"We're becoming completely paranoid!", "Friday it was panic, an AI entered almost all classified systems of the NSA in a few hours"
Twist in the case of the ban of Anthropic's AI Fable 5 and Mythos: the real reason behind it is finally revealed. -
Mythos hacked NSA systems, export controls imposed on Mythos and Fable
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Mythos broke into almost all of the NSA’s classified systems in hours, per its director. It would have been irresponsible to not impose export controls on it. (And on Fable, with its pathetically inadequate guardrails.)
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Cancelable Ear Recognition via Optimized Deep Feature Fusion
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A Cancelable Ear Recognition System via Optimized Deep Feature Fusion! #BigData #Analytics #AI #MachineLearning #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode
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US government likely downloads AI models right after training
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a related point is that every time an AI lab finishes training a model, the US government probably downloads it over the wire immediately the idea that a five-year old AI lab has fully secured itself from nation-state hacking is a bit naive https://
x.com/willdepue/stat
/willdepue/status/2068118253633737077
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Gary Marcus Lists Eight Reasons to Slow Hyperscaling
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Eight reasons to slow down hyperscaling:
• What GenAI has already done to society
• What AI slop is doing to the internet
• What data center overbuild is likely to do the economy • What data center overbuild is likely to do the environment • What cyberattacks may do to the -
Homomorphic encryption for the privacy of LLM queries
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Right now, when you send a query to an LLM, it gets decrypted on the server. The LLM sees your data in plain text.
— Cerebras (@cerebras) 19 juin 2026
Prof. Ajay Joshi (BU, @CipherSonicAI ) on fully homomorphic encryption, which may be key for the future of AI privacy: how we can compute on data without ever… pic.twitter.com/vCfcUGRVLjCurrently, when you send a query to an LLM, it is decrypted on the server. The LLM sees your data in plain text. Prof. Ajay Joshi (BU, @CipherSonicAI) on fully homomorphic encryption, which could be the key to the future of privacy of
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The true primitive: authority protected by proof
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Exactly. 'Impossible to unprison' is the wrong goal. The true primitive is authority protected by proof. GoalOS assumes that every model, agent, and evaluator can fail: generate → verify → contest → canary → monitor → cancel The capacity