
AI and Job Losses: DeepSeek Predicts Massive Workplace Shift
AI could take over most jobs in 10–20 years, warns DeepSeek’s researcher, urging tech firms to protect society amid rising risks and disruption.

AI could take over most jobs in 10–20 years, warns DeepSeek’s researcher, urging tech firms to protect society amid rising risks and disruption.

DeepSeek’s R1 cost ~$294K to train with 512 H800 GPUs and 80h. Inference costs are ~$0.55 input / $2.19 output per million tokens.

DeepSeek-V3 majorly upgrades from V2 with a massive 236B parameter count, a vastly larger 128K context window, and superior performance, all offered for free.

DeepSeek's Nano-VLLM cuts VLLM's memory by 5x using dynamic KV cache, runs on CPU via NumPy, and adds speculative prefill. Targets edge AI devs.
DeepSeek's R1 is a lightweight AI model that runs on a single GPU.