Table-Valued Functions (TVFs) now integrate directly with the DataFrame API in Apache Spark™ 4.0 and Databricks! Key benefits:
– Native DataFrame Integration
– Chainable and Composable
– Lateral Join Support Learn more https://
databricks.com/blog/introduci
ng-dataframe-api-table-valued-functions?utm_source=twitter&utm_medium=organic-social
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SOFTWARE
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Spark 4.0 integrates Table-Valued Functions with DataFrame API
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Credit consumption unchanged in new system, token confusion avoided
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To be frank, we haven't changed a single thing about how quickly the credits are consumed in the new system. The only reason to switch was to avoid confusion with customers around tokens. We are planning on a higher tier soon
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Hardware independent LLM inference engine from ZML
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Hardware independent LLM inference engine from ZML.
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Permission Requirements Make Local AI Less User Friendly
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I think I mentioned it on the call, the extra permissions steps you have to take make it a little less end-user friendly than Ollama or LM Studio though
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GPT-4o Enhanced Image Editing Now Available Across Platforms
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You can try the upgraded image editing in GPT-4o at https://
poe.com/GPT-4o and across iOS, Android, Mac and Windows. Enjoy! (2/2) -

Healthcare innovation through coordinated technology and data
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Healthcare innovation is moving from fragmented advances to coordinated improvements, where technology enhances every stage of care through practical, data-informed applications. Microblog @antgrasso #Healthcare #DigitalTransformation #HealthTech #DigitalHealth
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OpenAI’s New AI Agent: 6 Powerful Demos
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OpenAI just dropped the most powerful AI agent yet. It can: → Browses the web
→ Runs real code
→ Logs into apps
→ Finishes tasks solo Here are 6 wild demos of ChatGPT agent: -

Fast LoRA Training and Hugging Face Export Guide
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Kontext training: 1,000 steps, ~3m50, costs about $2.80 – get a fast always-on Replicate model to run your lora
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Agent Mode outperforms team tasks
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Just gave Agent Mode three tasks my team usually handles. It crushed all of them. This isn’t GPT-5, but it feels like GPT-5.
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Kimi K2 : Open AI Agentic Models Arrive
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You can try Kimi K2 here → https://
Kimi.ai API & open weights → https://
platform.moonshot.ai The age of open agentic models has arrived and Kimi K2 might be leading it.