10 results on this page
Researchers introduce CASE, a dynamic method that selects LLM answers using a linear correctness signal extracted from hidden states. Its new decodability metric predicts when this approach will outperform majority voting, achieving up to 19-point gains on medium-difficulty questions.
Motif Technologies CEO Junghwan Lim outlined the Korean AI startup’s strategy to develop models capable of competing with leading global frontier models. The company discussed its ambitions at the AI Summit & Expo in Seoul.
Microsoft patched the critical CoSnitch vulnerability in its personal Copilot nearly eight months after Varonis reported it. The exploit could automatically execute attacker prompts, exfiltrate data from connected apps, and poison Copilot’s persistent memory through a single malicious link.
A developer reports large prediction errors after deploying a MobileNetV3 model converted to TFLite in a Flutter camera application. The issue may involve YUV-to-RGB conversion, resizing, tensor layout, normalization, quantization, or camera orientation mismatches.
The article examines how airlines can use market models to optimize pricing across complex, multi-connection journeys. These models can account for demand, seasonality, flight timing, current events, global markets, and competitor activity to identify additional revenue opportunities.
Smart bed prices are falling sharply, with many online products now priced at RMB 3,000–4,000 and flagship sets below RMB 10,000. Falling component costs, domestic supply chains, stronger demand, and simplified product configurations are accelerating adoption, while inaccurate sensing and weak adaptive functions remain key concerns.
Chinese companies are increasingly using online tests, personality assessments, and AI video interviews to filter large graduate applicant pools. Candidates report that these evaluations are time-consuming, opaque, and often disconnected from the actual work, while employers view them as necessary tools for reducing hiring risk.
Xynova CEO Alex Xia discusses the company’s work on human-like robot hands, along with innovation challenges and industry bottlenecks. He also outlines the company’s fundraising plans in an interview with Bloomberg Technology.
A Reddit user reports that Qwen3.8-27B performs substantially worse than Qwen3.6 on obscure trivia and offline knowledge tests. The model may still be strong for coding and tool-assisted workflows, but users relying on its internal weights for broad factual recall should be cautious.
This article presents a Silicon Valley VC perspective on evaluating AI startups through five dimensions. Its core message emphasizes keeping ideals internally while embedding discipline into operating processes.