Contrast / Update thread
Google puts a Gemini agent called Ask Advisor inside Google Ads and Analytics, in beta for English accounts
Google Blog
Stack layer / Threat pattern
NVIDIA ships Nemotron 3.5 Lightning, a 30B MoE built for agent loops, plus NeMo Switchyard routing that cuts task cost to a third of Opus 4.8
NVIDIA Blog
Update thread
Google Rolls an Advisor UI Into Google Ads and Analytics, Putting an AI Layer on Campaign Decisions
Google AI Blog
Stack layer / Contrast
Optiver puts 30–40% of its 950 engineers on platform work — and says better AI models now get more focus than lower latency
The Pragmatic Engineer
Stack layer / Contrast
a16z Puts Numbers on Computer-Use Agents: OSWorld-Verified Went 42% → 85% in a Year, Past the ~72% Human Baseline, at $6–8/Hour of Inference
Andreessen Horowitz
Stack layer / Contrast
"Not Worth Another Token": Pruning Deep-Research Agent Context Before Retrieval Cuts Token Usage Up to 73% With Little Quality Loss
arXiv (via HuggingFace Daily Papers)
Policy dependency / Stack layer
OpenAI Agents SDK 0.20.0 switches the default model to gpt-5.6-luna and takes a breaking MCP v2 dependency
GitHub (openai/openai-agents-python)
Policy dependency / Stack layer
Linux 7.2-rc7 Lands With 400+ Fixes From 230+ Contributors and Torvalds Says AI Code Review Is 'the New Normal'
The Register (corroborated by Neowin; surfaced via r/singularity, 167up/44c)