No, Transformer. It's all you need.
TECHNOLOGY
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Oracle AI agent lets Gemini users query enterprise data in natural language
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ICYMI: @Oracle
's new AI agent enables Google Gemini users to query their most important enterprise data in natural language, without moving or copying data. Seamless, secure, and awesome. -

NVIDIA Earth-2 AI Models Transform Satellite Data Into Life-Saving Forecasts
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🌍 Real-time data is the ultimate tool for Earth Day.
— NVIDIA AI (@NVIDIAAI) 22 avril 2026
NVIDIA Earth-2 models like HealDA, built with collaboration from @MITREcorp and @NOAA, turn satellite observations into life-saving forecasts in just minutes.
We’re moving past physics modeling alone to on-demand AI that… pic.twitter.com/ByzNjTOOMBReal-time data is the ultimate tool for Earth Day. NVIDIA Earth-2 models like HealDA, built with collaboration from @MITREcorp and @NOAA
, turn satellite observations into life-saving forecasts in just minutes. We’re moving past physics modeling alone to on-demand AI that -
Build Workspace Agents with Cloud-Hosted Codex for Teams
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Build workspace agents for your team, on top of a cloud-hosted Codex harness. Hook them up to tools, give them recurring tasks, and talk to them from surfaces like Slack.
— Greg Brockman (@gdb) 22 avril 2026
Easier than ever to bring the power of agents to your computer work. https://t.co/Yzf7gfHmwOBuild workspace agents for your team, on top of a cloud-hosted Codex harness. Hook them up to tools, give them recurring tasks, and talk to them from surfaces like Slack. Easier than ever to bring the power of agents to your computer work.
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Auto-Protect AI-Powered Maintenance Rolls Out for Paying Customers
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Auto-Protect is rolling out today on an opt-in basis for paying customers. Over time, our vision is for this kind of maintenance to become almost fully automated by AI. To enable Auto-Protect across your workspaces, enable auto-fix from your “Account > Advanced” settings,
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Replit Auto-Protect Monitors Apps 24/7 for Security Threats
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Keeping your apps secure has always required constant oversight from you.
— Replit ⠕ (@Replit) 22 avril 2026
Replit Auto-Protect now keeps watch over your apps 24×7.
We'll monitor threats, proactively prepare fixes and notify you to apply those fixes, even when you are away. pic.twitter.com/Lw1HWRxqErKeeping your apps secure has always required constant oversight from you. Replit Auto-Protect now keeps watch over your apps 24×7. We'll monitor threats, proactively prepare fixes and notify you to apply those fixes, even when you are away.
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Tenstorrent Demos Faster Than Real-Time AI Video Generation
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Preview our faster than real-time AI video generation demo. See the rest for yourself on May 1st at TT-Deploy. Watch the livestream: https://
tenstorrent.com/deploy -
Apple GPU Strategy: Potentially Prescient Decision for AI Hardware
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Maybe. IMHO it is still too early for the final verdict. If Apple GPUs end up going far, then it could potentially be one of the most prescient decisions in company’s history.
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NVIDIA Asset Harvester Converts Autonomous Driving Video to 3D Assets
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NVIDIA researchers just released Asset Harvester — an end-to-end pipeline that turns autonomous driving video into manipulable 3D object assets.
— NVIDIA AI (@NVIDIAAI) 22 avril 2026
A key building block for dynamic scene simulation in AV development. Code is open. Check it out: https://t.co/mMgk65fNDJNVIDIA researchers just released Asset Harvester — an end-to-end pipeline that turns autonomous driving video into manipulable 3D object assets. A key building block for dynamic scene simulation in AV development. Code is open. Check it out:
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Position Encoding: How Transformers Understand Data Order
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Position Encoding: How Transformers Understand Order in Data
— Satya Mallick (@LearnOpenCV) 22 avril 2026
In this episode of Artificial Intelligence: Papers and Concepts, we explore Position Encoding, a fundamental concept that enables transformer models to understand the order of information. Since transformers process… pic.twitter.com/FS8RcTE7DtPosition Encoding: How Transformers Understand Order in Data In this episode of Artificial Intelligence: Papers and Concepts, we explore Position Encoding, a fundamental concept that enables transformer models to understand the order of information. Since transformers process