Google is working on an image annotation feature for Gemini. Users will be able to draw and add text to generated images before downloading them. "Generate me a coloring page"
TOOLS
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ChatLLM Efficiently Handles Multiple Document Tasks Simultaneously
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Asked ChatLLM to summarize a 40-page doc, build a TODO list, and draft an email – all in one go. ChatGPT-5 + Opus 4.5 = suspiciously efficient.
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Apache Spark and Ray accelerate 1400 forecasting models training
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Using Apache Spark™ for large-scale data prep and Ray for task parallelism, teams trained and tuned 1,400+ forecasting models in under 30 minutes instead of nearly three hours — hitting ~95% CPU utilization. See the full benchmark and workflow: https://
databricks.com/blog/superchar
ging-ai-model-building-data-and-task-parallelism-ray-and-databricks?utm_source=twitter&utm_medium=organic-social
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PyTorch vs JAX: Framework Comparison for Deep Learning
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more of this energy for pytorch gives you jax. soo….
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7 tips everyone ignores about ChatGPT
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You think you know everything about #ChatGPT? Well no, here are 7 tips that everyone ignores → https://youtu.be/SJTQufPavHY #ChatGPT5 #GPT5 #GPT51
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Using Claude skill for consistent AI outputs
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i use it as a claude skill (part of my new skills pack), it has insane amount of negative prompts/details that basically helps me get consistent outputs. it is scalable easily in even development workflows, giving reliable outputs as opposed to natural language that fails
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Comet AI Memory: Hyper-Personalized Results from Workspace Context
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Memory works even better on Comet: where we can not only pull details from past threads, but also your open tabs and active projects and workspaces (Google Workspace, Gmail, …) – leading to hyper-personalized results.
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Perplexity Rolls Out Memory Feature for Personalized AI Interactions
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We've been testing Memory (short-term and long-term) on Perplexity for a while. The results are great, and we are rolling it out widely. You can ask personalized questions, questions about past chats, and use any model or search mode with personal context (both apps and web). pic.twitter.com/TW8vf2L9D6
— Aravind Srinivas (@AravSrinivas) 26 novembre 2025We've been testing Memory (short-term and long-term) on Perplexity for a while. The results are great, and we are rolling it out widely. You can ask personalized questions, questions about past chats, and use any model or search mode with personal context (both apps and web).
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Suno’s AI music generation version worth listening
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If you'd rather listen to Suno's version of the above than read it (not bad honestly)
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Voyager SDK 1.5 Launches Ubuntu 24.04 Python 3.12 Support
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So, what’s got you excited? Ubuntu support? Multi-chip power? Or those shiny new CV models? Tell us what you’re building, and get the 1.5 update https://
community.axelera.ai/voyager-sdk-2/
voyager-sdk-v1-5-is-here-with-native-ubuntu-24-04-and-python-3-12-support-1146
… #EdgeAI #VoyagerSDK #Ubuntu2404 #Python312 #LLM #ComputerVision