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Market US tech IPO listings lag China as venture exit appetite shifts globally Research ServiceNow & Hugging Face Benchmark Frontier ASR on Code-Switched Speech Breaking Cloudflare Hardens WAF Against Frontier AI-Model Attack Vectors Breaking Databricks Integrates Claude Fable 5 via Unity AI Gateway with Enterprise Governance Breaking Beijing Escalating AI Espionage Against US Tech, CrowdStrike Warns Research Cohere Launches North Mini Code: Lightweight Developer Model Funding Belgian cybersecurity unicorn Aikido Security tops European startup ranking Market South Korea's Kospi sinks as chipmakers slide amid geopolitical tension Market Meta, Reliance launch first AI data center partnership in India Research Gemini 3.5 Live Translate adds natural fluency to multilingual voice conversations Policy NIST publishes mathematical proof for continuous AI system monitoring and update security model Research Gemma 4 12B launches encoder-free multimodal architecture for edge AI inference Market Tech stocks lose momentum as AI rally falters amid market correction Chips India targets chip design and manufacturing leadership by 2035 Funding Wise alumni launch $2M pre-seed AI tax automation startup Research Anthropic's Claude Fable 5 tops benchmarks; state-of-the-art on 95% of tested tasks Market Entergy CEO signals AI data centers won't spike power bills; nuclear expansion on track Chips NVIDIA Confidential Computing chips power Apple's Private Cloud Compute infrastructure Market S&P chipmakers post best two-day gain in a month amid enterprise demand Chips Microsoft-backed D-Matrix emerges as chipmaker challenger to Nvidia Market US tech IPO listings lag China as venture exit appetite shifts globally Research ServiceNow & Hugging Face Benchmark Frontier ASR on Code-Switched Speech Breaking Cloudflare Hardens WAF Against Frontier AI-Model Attack Vectors Breaking Databricks Integrates Claude Fable 5 via Unity AI Gateway with Enterprise Governance Breaking Beijing Escalating AI Espionage Against US Tech, CrowdStrike Warns Research Cohere Launches North Mini Code: Lightweight Developer Model Funding Belgian cybersecurity unicorn Aikido Security tops European startup ranking Market South Korea's Kospi sinks as chipmakers slide amid geopolitical tension Market Meta, Reliance launch first AI data center partnership in India Research Gemini 3.5 Live Translate adds natural fluency to multilingual voice conversations Policy NIST publishes mathematical proof for continuous AI system monitoring and update security model Research Gemma 4 12B launches encoder-free multimodal architecture for edge AI inference Market Tech stocks lose momentum as AI rally falters amid market correction Chips India targets chip design and manufacturing leadership by 2035 Funding Wise alumni launch $2M pre-seed AI tax automation startup Research Anthropic's Claude Fable 5 tops benchmarks; state-of-the-art on 95% of tested tasks Market Entergy CEO signals AI data centers won't spike power bills; nuclear expansion on track Chips NVIDIA Confidential Computing chips power Apple's Private Cloud Compute infrastructure Market S&P chipmakers post best two-day gain in a month amid enterprise demand Chips Microsoft-backed D-Matrix emerges as chipmaker challenger to Nvidia

Research Wednesday, June 10, 2026 at 06:02 AM

ServiceNow & Hugging Face Benchmark Frontier ASR on Code-Switched Speech

ServiceNow and Hugging Face released benchmarks testing how frontier ASR (automatic speech recognition) models handle code-switched speech—bilingual or multilingual utterances common in global customer support. Frontier models showed wide variance in handling language mixing, with top performers at 85%+ WER on code-switched Spanglish.

The findings matter for voice agents deployed in multilingual contact centers and IVR systems. Developers targeting emerging markets or immigrant-dense regions now have baseline data to audit model behavior before production deployment, improving accessibility for non-English-monolinguals.

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