Precise: SDE-Consistent Stochastic Sampling for RL Post-Training of Flow-Matching Models
Precise applies RL post-training to flow-matching models by designing SDE-consistent stochastic samplers that respect reverse ODE dynamics.
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Precise applies RL post-training to flow-matching models by designing SDE-consistent stochastic samplers that respect reverse ODE dynamics.
NHODE combines Hamiltonian neural networks with neural ODEs to learn partially observed dynamical systems without full state access.
DrawVideo generates long-form video from storyboard sketches, decomposing sequences into independently controllable shots via sketch/appearance/motion prompts.
DeepSeek secures $10.29B funding round; founder Liang Wenfeng commits to open-source development over near-term commercialization.
48,000 Samsung workers had threatened to strike unless bonus caps were lifted. | Photo: Jung Yeon-je / AFP via Getty Images Details have emerged about a tentative deal struck between Samsung and semiconductor employees who had threatened to strike. The deal reportedly makes some workers eligible for average annual bonuses of $340,000. The proposed 18-day strike had hinged on Samsung's bonus cap for employees in the semiconductor division and followed a substantial rise in the possible bonuses available to employees of SK Hynix, another South Korean chipmaker enjoying a boom thanks to demand f...
Anthropic-provided free Claude Code certification course receives user endorsement for teaching fundamentals to non-technical practitioners.
Disclaimer: I work for Numind, the company behind this open-weight model We just released a 4B model based on Qwen3.5-4B, under Apache-2.0 license. The goal is to make information extraction from complex documents more practical with an open model: PDFs, screenshots, forms, tables, receipts, invoices, multi-page documents, and other visually structured inputs. Try it, we have a huggingface space that is completely free (you don't even have to sign-up): [https://huggingface.co/spaces/numind/NuExtract3](https://huggingface.co/spaces/numind/NuExtract3) If you ever used [NuMarkdown](https://hu...
During Tuesday’s Google I/O keynote, Demis Hassabis, the CEO of Google DeepMind, proclaimed that we are currently “standing in the foothills of the singularity.” It was a striking statement—the singularity is the theoretical future moment when AI rapidly exceeds human intelligence and dramatically transforms the world. But what struck me as I listened in the…
Claude users report MCP servers significantly improve workflow by enabling direct tool access (filesystem, APIs, databases) without context copy-paste.
GPT-5.2 performs comparably to top human peer reviewers in 82-paper Nature study, though with identified limitations.
Figure AI reports humanoid robots accumulated 200 hours of autonomous package handling in real-world deployment.
Reddit anecdote about unnamed math graduate student's unspecified concern regarding AI capabilities; lacks concrete claims or evidence.
Vague Reddit post with unclear subject; insufficient content for substantive analysis.
lemon-mlx-engine integrates ROCm 7.13 for AMD GPU inference of MoE and dense models on consumer hardware.
Reddit discussion on Gemini 3.1 Pro's interpretation of the Erdos unit distance problem; unclear scope and sourcing.
The Information reported Anthropic is exploring use of Microsoft's second-generation Maia AI server chips as a way to expand compute capacity for Claude beyond its existing AWS and Google Cloud footprint. The talks are early and may not lead to a deal; Maia 200 was announced in January but has yet to ship on Azure. A deal would mark a notable diversification away from Nvidia in the AI infrastructure race.
Reddit discussion comparing OpenAI's capabilities or trajectory between 2024 and 2026; lacks substantive content or credible source.
FTC to Require Cox Media Group, Two Other Firms to Pay Nearly $1 Million to Settle Charges They Deceived Customers About “Active Listening” AI-Powered Marketing Service Back in 2024 Cox Media Group were caught trying to sell advertisers packages based on "active listening", with this deck which claimed: Smart devices capture real-time intent data by listening to our conversations Advertisers can pair this voice-data with behavioral data to target in-market consumers I wrote about this in September 2024 . My theory: I think active listening is the term that the team came up with for “something...
Claude API experienced elevated error rates on 2026-05-22; incident status and community reports available on official status page.
Reddit post with no substantive content; insufficient information to assess.
Community discussion about GPU optimization trade-offs in LLM inference, framed as DLC metaphor.
Reddit discussion: researcher seeking novel VLA directions after discovering concurrent work on equivariant approaches.
Community question on hardware budget (~$20k) for offline local coding agent deployments using consumer/pro GPUs.
Reddit user reports receiving unknown reward after completing Anthropic survey about work and AI.
OpenAI named Leader in Gartner's 2026 Magic Quadrant for Enterprise AI Coding Agents; Codex cited for innovation and scale.
Virgin Atlantic used OpenAI Codex to accelerate mobile app development, achieving near-total test coverage and zero P1 defects on a fixed deadline.
Vague Reddit post hinting at Anthropic product news without substantive details.
llama.cpp b9274 fixes VRAM leak in speculative decoding by properly freeing draft context and decoder resources on server sleep.