# the-batch

Andrew Ng says he has not only stopped writing code, he has long stopped reading generated code. He now directs agents at a higher abstraction layer and sees X Engineers emerging inside business functions. A radical programming forecast from AI's most influential educator.

Liquid AI's LFM2.5-1.2B-Thinking (1.17B param, 32K context) runs on-device (<1GB mem). Claims to match/beat Qwen3-1.7B on reasoning, with faster decoding & fewer tokens. Strong for tool-calling/data extraction, but weaker on knowledge-heavy tasks.

SleepFM, a multimodal sleep foundation model (585k+ hrs PSG data), predicts 130+ conditions, showing strong results for stroke, heart failure, & dementia risk. It's about earlier, scaled risk detection, not replacing doctors.

White House EO mandates 180-day AI Action Plan, shifting US strategy from risk-first to competition-first. Agencies to revise policies impeding competitiveness, re-centering on practical AI progress over hypothetical risks.