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9 storiesInnovation
MARS paper reports higher competitive-programming pass rates by routing tasks among specialist LLMs
A new preprint describes MARS, a prompt-only system that assigns programming problems to topic-specialist language models and reports a 14.4-percentage-point gain over direct prompting on CodeContests.arxiv.orgInnovation
Benchmark finds vision-language models struggle to identify ambiguous targets through dialogue
A new benchmark reports that large vision-language models perform well below human baselines when they must identify visual targets through incomplete descriptions and interaction.arxiv.orgSecurity
ChosunBiz reports Microsoft security executive says multi-agent AI improves vulnerability detection
ChosunBiz reports that Microsoft corporate vice president Kim Tae-su said multi-agent workflows can find and verify software vulnerabilities more efficiently than a single AI system. The report describes results from DARPA’s AI Cyber Challenge and Microsoft’s MDASH system, but the claims have not been independently…biz.chosun.comIndustry
Groq says it will deploy Nvidia Groq 3 LPX and Vera Rubin NVL72 for AI inference
Groq says it is working with Dell Technologies to deploy Nvidia Groq 3 LPX and Vera Rubin NVL72 systems in its inference cloud, promising faster responses for large-context and agentic AI workloads. The company has not provided a deployment date, customer list or independent validation of the performance claims.groq.comIndustry
KuCoin reports AI-powered dog-cancer startup Gamgee raises $4 million
KuCoin reports that Gamgee, a startup developing personalized mRNA cancer vaccines for dogs with AI-assisted genomic analysis, has raised $4 million in seed funding. The report says the company is pursuing clinical trials in Australia, but the funding, trial status, timelines and treatment claims are not…kucoin.comSecurity
Herald Business reports South Korea seeks domestic cybersecurity AI model
The Herald Business reports that South Korea is accepting applications for a government-backed project to develop a domestic AI foundation model focused on cybersecurity. The selected team would receive 256 B200 GPUs for 10 months, although the project, applicants and expected capabilities have not been…biz.heraldcorp.comEnterprise
The Straits Times reports DBS says more than 70% of staff use AI as hiring and training expand
DBS says more than 70% of its employees use AI tools, while the bank expands AI-related hiring, internal mobility and career guidance for workers affected by changing roles.straitstimes.comIndustry
MK reports Nvidia plans RISC-V support for AI servers and a first public CUDA demonstration
Maeil Business Newspaper reports that Nvidia is expanding its AI-server CPU strategy to include RISC-V, alongside x86 and Arm, and that SiFive will publicly demonstrate CUDA running on a RISC-V-based CPU.mk.co.krIndustry
TechCrunch reports Ringg raises $10 million to expand enterprise voice AI
India-based Ringg has raised $10 million from Peak XV Partners, TechCrunch reports, as the startup expands from automated phone calls into healthcare bookings, fintech onboarding, e-commerce recovery and browser-based support.techcrunch.com
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