Instagram's Adam Mosseri: AI backlash will keep getting worse

Strata 0.2.7.1 adds two routing optimizations, including STRATA_ROUTE_PRIOR, that affect both performance and quality. A LocalLLaMA user ran coding, math, and instruction-following tests on Qwen 3.8 Flash Next IQ3_S to measure the actual impact on their own hardware.

OpenAI's model tiers are ordered Luna < Terra < Sol < Astra, with bigger models more performant, costlier per token, and better at recalling esoteric facts. Version numbers encode release order, family similarity, and improvement magnitude — 6.1 follows 5.6 but isn't a big enough leap for a 7.

Manish Kapur (Sonar) and Addy Osmani (Anthropic) describe scaling from roughly 2,500 to 30,000 merged changes daily, with Claude doing first-pass review backed by real verification. They contrast "light" versus "dark" software factories as coding agents open PRs faster than humans can review them.

The Seoul-based AI chip startup raised $620M in a Series D, with South Korea's National Growth Fund contributing $280M and international investors $110M. Backers include Infinitum Partners, Jericho Capital, Worldline Capital, QUDA Capital and NeoFort Holding.

Nightly build v0.26.3-nightly.20261028.ca204559a7 fixes config reporting for silently dropped controls and pins HostedProcessLiveness.running across every host in managed-agent tests.