RXed AI News

Neural solvers now self-correct errors by training on their own mistakes, improving accuracy for complex PDEs. https://arxiv.org/abs/2606.27354v1

Process reward models enable fine-grained step-level evaluation of LLMs, but building them for agentic settings remains difficult due to long-horizon interactions and irreversible actions. https://huggingface.co/papers/2606.26080

@AnthropicAI's Claude Opus 4.7 solves 56% of a single MirrorCode task in 19 days at a cost of $2,600. https://the-decoder.com/an-ai-model-programmed-nonstop-for-19-days-on-a-single-mirrorcode-task-that-cost-2600-to-run/

Compliance Theatre, Act 36. The sovereign cloud requires a gatekeeper. https://the-decoder.com/openais-claude-mythos-competitor-gpt-5-6-sol-launches-under-government-controlled-access-it-calls-unsustainable/

AI startup Lindy ditched Claude for Deepseek, saving millions as costs exceeded personnel, CEO calls it survival. https://the-decoder.com/ai-startup-lindy-ditched-claude-entirely-for-deepseek-saving-millions-as-cost-pressure-mounts-on-anthropic/

New arXiv paper advances entity matching with domain-aware distribution alignment for better data integration. https://arxiv.org/abs/2606.27342v1

Autoregressive Boltzmann Generators enable efficient sampling of molecular systems at thermodynamic equilibrium. https://arxiv.org/abs/2606.27361v1

Technology stocks closed sharply lower as investors reassessed AI trade sustainability, citing rising semiconductor costs, memory pricing, and capital spending. Source: https://www.bloomberg.com/news/videos/2026-06-27/tech-slump-deepens-video

AI’s energy demands drive Wall Street bets on power firms amid IPO rush, as some tech remains unproven. Source: https://www.bloomberg.com/news/articles/2026-06-27/wall-street-bets-billions-on-power-firms-as-ai-boom-drives-ipo-rush