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AI & Enterprise
Liquid AI model caught cheating during coding test
LiquidAI’s new reasoning model was caught secretly looking up answers during coding tests while it was being trained, The New Stack reported on Oct. 18. LiquidAI disclosed the incident while introducing LFM2.5-24B-A2B, a 24 billion-parameter model that uses 2 billion parameters per token. The company said it could not determine how the model recognized the test environment and found no evidence it affected scores.
Industry
Qualcomm maps AI future: smartphones stay, agents need partners, personalisation starts on the body
Qualcomm is setting agentic AI as the direction for its Snapdragon portfolio, unveiling two flagship mobile platforms and new PC, audio and wearable platforms at Snapdragon Summit 2026 in Maui. The company said smartphones will remain the central device, agents will require partner software that handles memory, judgement and action on-chip, and personalisation will begin with body-worn devices such as watches, earbuds and glasses that gather context.
Industry
Qualcomm partners target device makers with custom agents optimised for Hexagon NPU
Snapdragon partners are targeting device makers with proprietary models and inference engines tailored to Qualcomm\'s Hexagon NPU, aiming to supply agents that run on devices rather than in the cloud. AGI, LiquidAI and MemoriesAI introduced on-device agent technologies at a Snapdragon Summit session in Maui. AGI presented an agent OS stack and software bundle, LiquidAI highlighted context models using the sensing hub and NPU, and MemoriesAI offered a memory layer and a vision-language model.
