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Ep 202: Multi-agent orchestration now delivers measurable gains in long-horizon reliability by…
Models & Agents Multi-agent orchestration now delivers measurable gains in long-horizon reliability by letting sub-agents request harness changes on the fly. What You Need to Know: New arXiv work introduces POrchestra for proactive agent coordination and T²Mem for test-time memory building. Meta released models to power its Muse agent. Prompt optimizers and LLM-judge rubrics both show measurable side effects on requirements they were never scored on. Developers should test the new orchestration patterns and memory frameworks on long-horizon tasks this week. Top Story Meta released new AI…
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