@constellationr Thanks for including us in the shortlist! Excited to see how GenAI continues to evolve
@ai21labs
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Momentum Building in AI Adoption and Future of Work
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Great to see momentum building around AI adoption and the future of work.
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AI and the Future of Work: From Hype to Real Impact
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“AI and the Future of Work: From Hype to Real Impact” – we tackled this big question with some of the sharpest voices in #EnterpriseAI:
— AI21 Labs (@AI21Labs) 2 septembre 2025
✨ @yshoham – Co-Founder & Co-CEO, @AI21Labs
✨ @erikbryn – Director, @DigEconLab
✨ @nxthompson – CEO, @TheAtlantic
Key insights:
🔹 The… pic.twitter.com/dr2LxCmWw1“AI and the Future of Work: From Hype to Real Impact” – we tackled this big question with some of the sharpest voices in #EnterpriseAI: @yshoham – Co-Founder & Co-CEO, @AI21Labs @erikbryn – Director, @DigEconLab @nxthompson – CEO, @TheAtlantic Key insights: The
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Judge Models: How LLMs Rate and Critique Each Other
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🤔 That AI answer sounds brilliant… but can you trust it?
— AI21 Labs (@AI21Labs) 28 août 2025
This week on Yet Another AI Podcast, @yuvalinthedeep talks with @NoamGat about judge models: reward models, critic models & how LLMs can rate, rank & critique each other.
They cover:
⚖️ Scoring vs feedback
🤖 Using… pic.twitter.com/wTBmIXMMulThat AI answer sounds brilliant… but can you trust it? This week on Yet Another AI Podcast, @yuvalinthedeep talks with @NoamGat about judge models: reward models, critic models & how LLMs can rate, rank & critique each other. They cover: Scoring vs feedback Using
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AI21Labs Hiring Developer Relations Engineer in Bay Area
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Calling all dev advocates! We’re #hiring a Developer Relations Engineer based in the #BayArea. Join #AI21Labs and help developers around the world build with generative AI. Apply now https://
shorturl.at/mygT4 #AI21Labs #DevRel #DeveloperCommunity -
Only 5% of Generative AI Pilots Scale Successfully in Enterprise
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Only 5% of generative AI pilots scale successfully. Recent @MIT research by Aditya Challapally via @Fortune @sherylestrada
, finds that many tools like #ChatGPT work for individuals, but stall in the enterprise. The 5% that succeed use agentic AI systems and partner with -

Enterprise Knowledge Agents Map: Beyond RAG Chatbots
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You’ve seen hundreds of agent maps. Most are too broad.
— AI21 Labs (@AI21Labs) 25 août 2025
Enterprises don’t need RAG chatbots. They need knowledge agents that handle multi-step, high-stakes tasks.
This map highlights the current players in the space. Check it out 👇@awscloud @databricks @LangChainAI… pic.twitter.com/hl52HLuIi9You’ve seen hundreds of agent maps. Most are too broad. Enterprises don’t need RAG chatbots. They need knowledge agents that handle multi-step, high-stakes tasks. This map highlights the current players in the space. Check it out @awscloud @databricks @langchain
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AI21 Labs Recognized in Market Map by Gainsights
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Thank you @GaIinsights for including AI21 Labs in this market map.
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Comprehensive Analysis of Model Architectures and Design Tradeoffs
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We broke it all down: Key papers & model architectures Design tradeoffs: MoE, GQA, layer ordering Benchmarks across RULER, MMLU, ARC, HumanEval Open weights + distillation strategies
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AI21 Labs mentions multiple tech and AI news publications
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FYI @gradientpub
, @bensbitesdaily
, @tldrnewsletter
, @tldrdan
, @AiBreakfast