W&B didn't need to raise the round, obviously. It's grown substantially on the back of the machine learning—including LLMs. OpenAI is a customer of W&B. So it was a situation where it might as well ask for a big number, and if it didn't stick, that's fine.
INNOVATION
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Scale Donovan: First LLM Deployed on Classified Networks
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Scale Donovan is the first LLM deployed on classified networks. Unlike other companies, we are actually on the ground with operators today. We’re seeing a lot of AI tourists pretending to be AI natives. They’re not selling solutions, they’re selling vaporware.
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5 Stages in Design Thinking Process for Innovation
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The 5 Stages in the Design Thinking Process https://
interaction-design.org/literature/art
icle/5-stages-in-the-design-thinking-process
… @ASMEdotorg @3DSNorthAmerica @cyngn @MargaretSiegien @3DSdelmia @3DStherese @Cindybolt61 @fogoros @DrFerdowsi @CRudinschi @PawlowskiMario @IIoT_World @MEngineeringMag #Science #Engineering #Technology #SET -
New experimental feature added to core library for community feedback
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We think this is a really promising direction, so we're adding it to the core library But we also think there is a lot of work to do here, so we're adding it to the experimental module as we rapidly iterate In that vein, would love all thoughts/community contributions!
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LangChain Plan and Execute Agent Documentation
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Python Docs: https://
python.langchain.com/en/latest/modu
les/agents/plan_and_execute.html
… JS/TS Docs: https://
js.langchain.com/docs/modules/a
gents/agents/examples/plan_and_execute_agent
… Blog: -
LangChain Agents Enhance Focus on Complex Task
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Up until now, agents in LangChain have followed the algorithm of: – take user input
– think about action to take
– take action and observe response
– repeat until done This is great for simple tasks, but for more complex tasks we've noticed the agent losing focus -
Two-step planning improves language model task performance
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To fix this, we're separating the planning and execution into two steps: – plan what to do
– execute on each step This usually leads to more calls to the language model… but helps it stay on track for more complex tasks -
BabyAGI and Plan-and-Solve Pattern Recognition in AI
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We first noticed this pattern in @yoheinakajima
's BabyAGI project, and then more recently saw it in the Plan-and-Solve paper Paper: https://
arxiv.org/abs/2305.04091
Code: -
AI Platform Accelerates Military Decision Making and Warfighting
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AI will define the next era of war and deterrence, just as the atomic bomb did in WWII. The only solution is to rapidly integrate AI into warfighting. Donovan is an AI-powered platform to help operators understand, plan, act in minutes instead of weeks. https://
scale.com/donovan -
Scale EGP: Full-Stack Generative AI Production Solution
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Scale EGP is a full-stack solution for any company looking to deploy generative AI applications in production. We are helping our customers—from Fox to Koch Enterprises—move rapidly from experimentation to real business value.