Orca
PulseAugur coverage of Orca — every cluster mentioning Orca across labs, papers, and developer communities, ranked by signal.
- 2026-07-11 research_milestone Researchers in Beijing developed the Orca model, which learns physics and motion from extensive video data. source
- 2026-06-09 research_milestone A transformer-based deep learning model named ORCA was introduced to correct numerical weather prediction errors for marine winds. source
- 2026-03-27 product_launch Orca, an open-source AI coding orchestrator, has been released.
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Open-source AI project OrcaHello uses AI to protect whales
The OrcaHello project utilizes open-source AI to aid in whale conservation efforts. This initiative, highlighted by RESET - Digital for Good, employs AI to better understand and protect whale populations. The project ai…
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99.9% of AI package vulnerabilities with patches remain unaddressed, report finds
A July 2026 report by Orca Security, analyzing data from over 1200 organizations in Q2 2026, revealed that 99.9% of AI package vulnerabilities with available patches remain unaddressed. The study found that 81% of organ…
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Microsoft's Orca model mimics reasoning for improved AI learning
Microsoft has introduced Orca, a world model that aims to improve AI learning by mimicking the reasoning processes of larger models. This approach allows smaller models to achieve performance comparable to much larger o…
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Beijing researchers unveil Orca model that learns physics from video
Researchers in Beijing have developed a model named Orca that learns physics and motion by analyzing 125,000 hours of video footage. This model's unique architecture allows machines to perform complex manual tasks witho…
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China's Orca model predicts world states from video without action labels
Researchers in China have developed Orca, a novel world model capable of predicting abstract world states from video data. Unlike traditional models, Orca was trained on 125,000 hours of video without any action labels.…
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Zhipu AI's Orca model learns world states for deeper AI understanding · 1 source tracked
Researchers at the Zhipu AI Institute have developed a new model called Orca, which focuses on predicting the next state of the world rather than just the next token, frame, or action. This approach aims to teach AI mod…
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New ORCA system accurately assesses audio LLM responses
Researchers have developed ORCA, a novel model-based approach for assessing the correctness of open-ended responses from large audio language models (LALMs). This system utilizes a three-stage annotation pipeline involv…
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Orca foundation model learns unified world latent space via Next-State-Prediction · 3 sources tracked
Researchers have introduced Orca, a novel general world foundation model designed to learn a unified latent space from multimodal data. Unlike models focused on single-modality prediction, Orca employs a Next-State-Pred…
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Open-source ORCA stack simplifies dexterous robot learning research
Researchers have introduced the ORCA learning stack, an open-source platform designed to streamline research in dexterous robot manipulation. This stack unifies control, simulation, and teleoperation interfaces, integra…
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New ORCA Method Adapts Time Series Models in Black-Box Settings
Researchers have developed ORCA (Online Residual Contextual Adaptation), a novel method for adapting Time Series Foundation Models (TSFMs) in a black-box setting. This approach focuses on learning from the predictive er…
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AI model ORCA corrects marine wind forecasts with 45% improvement
Researchers have developed ORCA, a transformer-based deep learning model designed to correct errors in numerical weather predictions for marine winds. By assimilating in-situ observations, ORCA adjusts Global Forecast S…
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ORCA copilot simplifies complex causal analysis for domain experts
Researchers have introduced ORCA, an interactive copilot designed to make complex causal analysis methods more accessible to domain experts. ORCA guides users through various causal analysis workflows, from fully automa…
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Orca AI orchestrator launches; Gemini unveils new design language
Jinjing Liang has introduced Orca, an 'all-in-one AI orchestrator' designed to support multiple platforms including Android, iOS, Mac, Linux, and Windows. This tool aims to integrate agent and workflow execution for dev…
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Solana dev builds real-time token price engine from on-chain data
A developer built a real-time token price engine for Solana without relying on external APIs. The system calculates token prices and market caps directly from on-chain data by analyzing token balance differences before …
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Google's Perch 2.0 AI model excels at recognizing whale calls using bird training
Google DeepMind has developed Perch 2.0, an AI audio model initially trained on millions of bird recordings, which has shown surprising effectiveness in recognizing whale vocalizations. Researchers utilized transfer lea…
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LLM inference and reasoning techniques advance with new research and hardware
Researchers are exploring novel methods to enhance the efficiency and reasoning capabilities of large language models (LLMs). Google Research is developing techniques to train LLMs to reason in a Bayesian manner, improv…