AI News for Feb 10, 2026

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Today's topics:
-TinyLoRA learns with 26 bytes
-Diffusion speculative decoding speedups
-Human video data for robots
-Coding agents reshape software work
-Hard tests for software ASI
-Meta Avocado and tool connectors
-Memory as long-term AI infrastructure
-Enterprise evaluation and labeling governance
-AI layoffs versus AI-washing
-Agent safety under KPI pressure

-https://joeljang.github.io/world-models-for-robotics
-https://x.com/rauchg/status/2020616857561284848
-https://www.theguardian.com/us-news/2026/feb/08/ai-washing-job-losses-artificial-intelligence
-https://hbr.org/2026/02/ai-doesnt-reduce-work-it-intensifies-it
-https://benn.substack.com/p/the-gentle-obsolescence
-https://www.turingpost.com/p/nathanlambert
-https://threadreaderapp.com/thread/2019566641491963946.html
-https://www.testingcatalog.com/meta-ai-redies-avacado-manus-agent-and-openclaw-integration/
-https://welodata.ai/ai-data-quality-systems/
-https://welodata.ai/ai-data-quality-systems-human-judgment-at-scale/
-https://cursor.com/blog/self-driving-codebases
-https://weaviate.io/blog/limit-in-the-loop
-https://threadreaderapp.com/thread/2020207322124132504.html
-https://www.latent.space/p/adversarial-reasoning
-https://github.com/pydantic/monty
-https://z-lab.ai/projects/dflash/
-https://kaitchup.substack.com/p/lora-but-with-only-13-parameters
-https://alperenkeles.com/posts/llms-could-be-but-shouldnt-be-compilers/
-https://simonwillison.net/2026/Feb/9/ai-intensifies-work/
-https://arxiv.org/abs/2512.20798
-https://edition.cnn.com/2026/02/07/business/nvidia-trillion-valuation-ai-chips-vis
-https://truthout.org/articles/super-bowl-ad-for-ring-cameras-touted-ai-surveillance-network/
-https://windowsontheory.org/2026/01/27/thoughts-on-claudes-constitution/


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