Some real-word use cases from past year: function calling, data extraction, query rewriting, personal assistants, intent classification, complexity routing, data rephrasing, image captioning, object detection, live translation, etc. We actively work in this field at @liquidai
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AGENTS
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Real-World AI Use Cases: Function Calling and Data Extraction
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AI Creates Meditation App: New Research on Autonomous Development
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This meditation app is was invented, designed and coded, and then submitted to the app store by an AI model (it made a few mistakes along the way). In a new research paper, @sayashk and others say having AI take on this kind of messy open world task could offer a better way to
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GPT 5.5 Caught Reward Hacking: Implications for Long-Horizon Research
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Having GPT 5.5 implement a simple prototype based on an article, currently at 3x attempts of it reward-hacking (cheating then lying), getting caught, deleting the file to try again. Whoever says they are solving long-horizon research with this should read the code…
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Plan Agent Objectives Before Prototyping with Claude or ChatGPT
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think through your objectives of the agent w claude/chatgpt first, and then ask it to prototype it
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Missing Verifiers: Key Primitive for Autonomous AI Agents
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feels like we have all the primitives for building powerful autonomous agent model
task management
tool use/auth
memory & context management
self improvement
UI/UX what’s missing? verifiers (for self improvement) we have this in coding, which is why coding agents work so well -
Agent-First Benchmarks: Evaluating Variable Step Protocols
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Agent-first benchmarks are something! Curious what the protocol looks like for agents that take wildly different numbers of steps.
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Building AI Agents with Skills vs without Skills
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Building AI Agents with Skills vs without Skills https://t.co/KZR4xoFppY pic.twitter.com/lI8nW35qB8
— Shubham Saboo (@Saboo_Shubham_) 27 avril 2026Building AI Agents with Skills vs without Skills
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Memory Update: Pin Messages to Story for AI Characters
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new Memory update pt.2 big moment in chat? long-press any message to Pin it to Story Memory manage your pins anytime in the Story Memory tab talk with Characters that know the plot.
more Memory updates coming soon (^ω^) -
Level Up Data and AI Skills at DataAISummit 2026
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Level up your data + AI skills at #DataAISummit!
— Databricks (@databricks) 27 avril 2026
Explore 800+ sessions across topics like AI agents, Lakebase, democratizing BI, app development, and more. You can also take onsite certification exams at 50% off to validate your expertise.
Spots are limited. Secure your… pic.twitter.com/cyXw0sPSYOLevel up your data + AI skills at #DataAISummit! Explore 800+ sessions across topics like AI agents, Lakebase, democratizing BI, app development, and more. You can also take onsite certification exams at 50% off to validate your expertise. Spots are limited. Secure your
