Amazon partners with OpenAI to let users of Amazon's DSP run ads in ChatGPT in a pilot program limited to the US; ChatGPT Ads hit $1B in ARR last month38m ago D-Matrix Connects Raptor XPUs to NVIDIA AI Factories via NVLink Fusion1h ago Source: Meta AI researcher Andrew Tulloch, who came over from Thinking Machine Lab as one of the highest paid employees last year, is leaving the company (Reed Albergotti/Semafor)49m ago Mother Horrified When Instagram’s AI Scours Social Media for Invasive Information About Her Young Daughters53m ago Mach Industries, which makes unmanned military vehicles and weapons, raised $600M in an extension to its $300M Series C, doubling its valuation to $3.7B58m ago Salesforce Unveils Six-Capability Trusted AI Harness for Enterprises59m ago US closes $1.9bn loan to restart the Iowa nuclear plant powering Google1h ago OpenAI Gives US Agencies 50% Off Models, Ending $1 Per Year Deal1h ago 47,000 job listings reveal the engineering roles that AI is creating1h ago Anthropic's Alignment Science lead says there is a ">10%" chance AI could kill all humans within the next decade and is worried about recursive self-improvement (Evan Hubinger/@evanhub)1h ago Ukraine says AI is moving beyond drones and into strike missiles for the first time1h ago Meta Announces Muse AI Agent for Personal Tasks and Organization1h ago Celero raises $275m to bring coherent optics inside AI data centres1h ago Exclusive: Cfo.ai launches an agentic CFO for business founders1h ago

Amazon partners with OpenAI to let users of Amazon's DSP run ads in ChatGPT in a pilot program limited to the US; ChatGPT Ads hit $1B in ARR last month38m ago D-Matrix Connects Raptor XPUs to NVIDIA AI Factories via NVLink Fusion1h ago Source: Meta AI researcher Andrew Tulloch, who came over from Thinking Machine Lab as one of the highest paid employees last year, is leaving the company (Reed Albergotti/Semafor)49m ago Mother Horrified When Instagram’s AI Scours Social Media for Invasive Information About Her Young Daughters53m ago Mach Industries, which makes unmanned military vehicles and weapons, raised $600M in an extension to its $300M Series C, doubling its valuation to $3.7B58m ago Salesforce Unveils Six-Capability Trusted AI Harness for Enterprises59m ago US closes $1.9bn loan to restart the Iowa nuclear plant powering Google1h ago OpenAI Gives US Agencies 50% Off Models, Ending $1 Per Year Deal1h ago 47,000 job listings reveal the engineering roles that AI is creating1h ago Anthropic's Alignment Science lead says there is a ">10%" chance AI could kill all humans within the next decade and is worried about recursive self-improvement (Evan Hubinger/@evanhub)1h ago Ukraine says AI is moving beyond drones and into strike missiles for the first time1h ago Meta Announces Muse AI Agent for Personal Tasks and Organization1h ago Celero raises $275m to bring coherent optics inside AI data centres1h ago Exclusive: Cfo.ai launches an agentic CFO for business founders1h ago

Agents Machine Learning6 min reading time

Organizing Context in a Multi-Agent Harness

LangChainPublished 2 days ago

Deep Agents introduced forked subagents that inherit the supervisor agent's full conversation context, enabling faster and cheaper task delegation by reusing prior context and reducing redundant operations.

#context-management #deep-agents #multi-agent-systems

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