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LLMs

LLMs can't cook and can't adapt, says new paper, and more compute won't help

"Reasoning models cannot determine when or how to revise what they have learned"

What is DeepSeek-OCR and is it worthy of the online hype?

Are pixels are better inputs to LLMs than text? A novel new model suggests the answer is yes.

7 models, 1 GPU: Alibaba pools out of NVIDIA scarcity

Production-tested token-level autoscaling can hugely reduce the need for chips to feed those inefficient LLMs, says Chinese cloud operator.

LLMs can be trivially backdoored - minimal poison dose required

Large Language Models can be backdoored by introducing just a limited number of “poisoned” documents during their training, a team of researchers from the UK’s Alan Turing Institute and partners found.  “Injecting backdoors through data poisoning may be easier for large models than previously believed as the number of

Perplexity hit in Japan – just as it beats Google to AI revenue-share model

Perplexity unveiled its Comet Plus revenue-sharing plan for publishers, a day before new copyright claims in Japan surfaced.

Copilot Chat left VS Code open to arbitrary code execution - GitHub

Copilot Chat for VS Code was vulnerable to prompt injection attacks, enabling data theft and even arbitrary code execution, with no LLMs completely safe.

What CIOs can learn from MIT's AI report - beyond the doomsday overhype

Yes 95% of enterprise AI projects fail, but those reading closely can beat the statistics.

A sliced up muscadine fruit. OpenAI has slashed its AI model prices for developers

An optimised inference stack means lower costs.

OpenAI and other LLMs might pitch their models as open to everyone, but many languages are missing out. AI firm Votee is aiming to change that – and technology from MongoDB has been central to its ability to execute

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