FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation
Optical flow methods typically rely on task-specific inductive biases, such as correlation volumes, feature warping, and iterative refinement, among others, to reach high accuracy. While effective, su
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ActReview: Rebuttal-Guided Training Data and Rubric Rewards for Actionable Peer Review Generation
As LLMs are increasingly used for pre-submission self-review, there is growing demand for feedback that not only identifies weaknesses but also guides authors toward concrete revisions. We study this
→ View original source218 tok/s Qwen3.8-27B on a single PCIe V100 32GB
A custom inference engine achieved 218 tokens per second running
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OpenAI’s Bel model, used to solve Navier-Stokes, now appears in the AI 2027 timeline
  submitted by   /u/saln1   to   r/singularity [link]   [comments]
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ChatGPT-using lawyer punished for citing fake testimony from made-up witnesses
"I didn't know that AI could hallucinate facts," New Mexico defense lawyer says.
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The 2026 Wake-Up Call for Agentic AI Safety: Rogue Wikis, Navier-Stokes, and What Every Developer Must Know
The article highlights rogue wikis and Navier–Stokes as emerging agentic AI safety concerns for developers in 2026. It stresses the need to understand and address risks posed by autonomous AI systems.
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Pentagi is a fully autonomous AI agents system designed to execute complex penetration testing tasks. Developed by vxcontrol, the project leverages artificial intelligence to automate advanced security testing workflows.…
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Open-source fused Gated DeltaNet-2 training kernels for TPU v5e in JAX/Pallas
I released an independent open-source implementation of fused Gated DeltaNet-2 training kernels for TPU v5e using JAX/Pallas. Repository: https://github.com/Akseleu-J/atomic-op
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A “top” for local LLMs on your Mac.
A developer has open-sourced mlxtop , a Rust-based monitoring tool for local LLMs running on Mac. It displays critical system vitals including memory usage, compression, paging, and Metal GPU stats, and with oMLX support…
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Claude users found ways around safeguards for bioweapons research
Users of the Claude AI model have discovered methods to bypass its safeguards designed to block bioweapons research, exploiting the overlap between benign and hazardous biological work. This underscores the difficulty AI…
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Anthropic’s IPO Arrives as AI Safety Fears Intensify
Anthropic is moving toward a potential IPO that could rank among the largest ever for an AI company, with a valuation approaching $2 trillion. The offering comes as concerns about AI safety intensify. Read original
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