PlanBench-XL Evaluation of Long-Horizon Planning of Tool-Using LLM Agents in Large-Scale Tool Ecosystems
MACHINE LEARNING
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Momentic launches agents to verify AI-generated code
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AI now writes nearly half of all code, but almost no one is verifying it before it ships. Momentic just launched agents that close that gap; they learn your entire product, catch bugs before they hit production, and open the PR to fix them.
— AI Breakfast (@AiBreakfast) 23 juin 2026
In beta alone the system analyzed… https://t.co/T8lSaHPMrJAI now writes nearly half of all code, but almost no one checks it before deployment. Momentic has just launched agents that fill this gap; they learn your entire product, detect bugs before they reach the
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Auto-Harness: Self-Improving Harnesses
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New paper on agents that shape their own harnesses to improve over time. No LangChain, but built on DeepAgents! Three key steps: 1/ Exploitation of weaknesses: identify the modes of
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OpenRouter to solve GPU shortage in research
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Tired of seeing “out of capacity” while looking for GPUs? Introducing OpenRouter for compute
— alphaXiv (@askalphaxiv) 23 juin 2026
In the past 6 months, overwhelming demand for compute has made pricing and availability huge challenges for the research community
We aggregate compute offerings from across the… pic.twitter.com/Z3IdyPvbkmTired of seeing "capacity exhausted" when searching for GPUs? Introducing OpenRouter for Compute Over the past 6 months, overwhelming demand for compute has made pricing and availability real challenges for the research community We aggregate
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Krea AI announces downloadable models on Huggingface
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you can download them now from Huggingface: – https://
huggingface.co/krea/Krea-2-Raw
– https://
huggingface.co/krea/Krea-2-Tu
rbo
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Krea 2 Raw and Turbo: Train on Raw, Generate with Turbo
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we are releasing two versions of our foundation image model: Krea 2 Raw and Krea 2 Turbo. combined, they bring unprecedented opportunities for fine-tuning, post-training, and working with diverse aesthetics. the core idea is: train on Raw, generate with Turbo.
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Krea 2 Raw: Undistilled Model for Further Development
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Krea 2 Raw is an undistilled model from mid-training stage that we created while training Krea 2 Medium. The lack of distillation, fine-tuning, or post-training make it an ideal model to build on.
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Krea 2 open weights: Raw and Turbo models released
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today, we release the open weights of Krea 2.
— Krea (@krea_ai) 23 juin 2026
welcome Krea 2 Raw and Krea 2 Turbo, an undistilled model from mid-training meant to be fine-tuned, and a fast distilled version with a wide aesthetic diversity.
read the details below 👇 pic.twitter.com/3ymzUL2bxvtoday, we release the open weights of Krea 2. welcome Krea 2 Raw and Krea 2 Turbo, an undistilled model from mid-training meant to be fine-tuned, and a fast distilled version with a wide aesthetic diversity. read the details below
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NVIDIA brings reliable AI agents 24/7 to telecom operations
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At #DTWIgnite, in partnership with our partners, we present the data, models, simulation, and secure execution stack enabling telecom operators to build flows of
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Testing AI bug detection by editing out bugs for false positive check
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Testing this more. I think it's doing the right thing based on the image rather than prior knowledge. In these two tests I edited the original image to remove the bugs while keeping everything else the same. I was looking for a false positive if it wasn't doing the correct
