No AI Jobpocalypse, Smarter Chips, Video Wars, and Robots That Remember
Published on 08.05.2026
There Will Be No AI Jobpocalypse
TLDR: Andrew Ng argues the AI job apocalypse narrative is overblown and irresponsible, driven by incentives from companies who profit from making AI sound more powerful. He predicts an "AI jobapalooza" instead, with net job creation outpacing destruction — just like every prior technology wave.
Why there will be no AI jobpocalypse
ByteDance Bids for Video Leadership
TLDR: ByteDance launched Seedance 2.0 to hundreds of millions of CapCut users worldwide, ranking in the top two on independent video leaderboards, while OpenAI quietly backed away from Sora after the service reportedly cost $1 million a day to run with declining user numbers.
ByteDance Bids for Video Leadership
How Nvidia Uses AI to Design Chips
TLDR: Nvidia's chief scientist Bill Dally described how the company applies AI at five distinct stages of GPU chip design, with reinforcement learning agents producing circuits that are measurably better than what human engineers would design — while being honest that full AI-driven chip design from a prompt remains a distant goal.
How Nvidia Uses AI to Design Chips
AI at Work, Quantified
TLDR: A Gallup survey of 23,700 U.S. workers found that about half used AI at work at least a few times last year, daily AI use tripled since 2023, and most users report productivity gains — but meaningful adoption is concentrated in companies that actively support it with tools and managerial buy-in.
Robots That Adapt to New Tasks
TLDR: Researchers from UT Austin, UCLA, and Sony found that combining large pretrained vision-language-action models with LoRA fine-tuning and on-policy reinforcement learning (GRPO) effectively prevents robots from forgetting previously learned tasks while acquiring new ones, outperforming established methods without needing to replay old training data.