New #YAAP episode out now @yuvalinthedeep sits down with @mikegchambers from @awsdevelopers to unpack harness engineering and why it's the reason most agents never make it to production. Listen/Watch it now: https://
ai21.com/yaap/everythin
g-but-the-model-harness-engineering/?utm_source=org-twitter
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ENTERPRISE AI
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YAAP: Harness Engineering and Why Agents Fail in Production
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AI geniuses by 2028 require hired forward-deployed engineers
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Labs; “we will have a nation of geniuses in a data center by 2028, capable of beating humans at every task, but you will need to hire our newly trained forward-deployed engineers for a six month engagement to deploy them to a single project”
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Underinvestment in enterprise pivot: Labs build consultancies, lack of trust
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Seems like a massively underinvested area in the “pivot to enterprise.” The fact that the Labs are building their own deployment consultancies (which will take a long time) suggests a failure of imagination or a lack of trust that models will be up to that task in coming years.
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AI’s inability to self-consult limits enterprise transformation potential
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The inability of AI systems to act as their own deployment consultants, process mappers, and change management experts is what makes AI use in enterprises so “normal” – the tools are powerful, but you need a lot more to transform enterprises. Possible to imagine that changing .
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Anthropic tests Insights feature for its Managed Agents
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Anthropic is testing the Insights feature for its Managed Agents on Claude Console. > Up to 100 recent sessions are fetched. Each transcript is sent to the model (4 in parallel) with your agent's system prompt as context. The model writes a summary — task, actions, issues,
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Top AI stories: partnerships, trials and tools
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Top stories in AI today: – Anthropic, SpaceX partner in new compute deal
– Mira Murati speaks out in Musk vs. OpenAI trial
– Use Claude Design’s slide decks feature like a pro
– DeepMind picks EVE Online game as next AI testbed
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Agent Swarms use top LLMs to vibe code and build billion-dollar business
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🚨 BREAKING – Agent Swarms Are Multi-Agent Systems That Create Agents with Top LLMs Including
— Abacus.AI (@abacusai) 7 mai 2026
– GPT 5.5
– Opus 4.7
– Sonnet 4.6
– Gemini 3.1
They help you vibe code apps and build a billion dollar business!! pic.twitter.com/uvC6kTVLOJBREAKING – Agent Swarms Are Multi-Agent Systems That Create Agents with Top LLMs Including – GPT 5.5
– Opus 4.7
– Sonnet 4.6
– Gemini 3.1 They help you vibe code apps and build a billion dollar business!! -

Glean enterprise AI platform and agent integration
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Glean Prompt Library! @glean Glean’s platform seamlessly integrates with a wide array of enterprise systems such as email, intranet, cloud storage, and database by providing a powerful, unified search interface with AI Agents that effortlessly retrieves information from all
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SAP Acquires Prior Labs to Expand Tabular AI Capabilities
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SAP Moves Beyond LLMs with Prior Labs Tabular AI Acquisition! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #LLM #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming
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Exponential AI gains mask lack of real grand plans
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Don’t let the exponential gains in ability fool you: there are fewer real grand plans in AI (or frankly any field of human endeavor) than you think. Companies are pivoting as the market changes, sometimes models are really good or really bad, and a lot of stuff is just improvised