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#competitive-intelligence News & Analysis

4 articles tagged with #competitive-intelligence. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

4 articles
AIBullisharXiv – CS AI · May 117/10
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LLM-Based Agents for Competitive Landscape Mapping in Drug Asset Due Diligence

Researchers developed an LLM-based agent system for identifying competing drugs in clinical indications, achieving 83% recall compared to 65% and 60% for competitor systems. The agent validates results using an LLM-as-a-judge approach to minimize hallucinations, reducing biotech due diligence analysis time from 2.5 days to 3 hours in production deployment.

🏢 OpenAI🏢 Perplexity
GeneralNeutralMIT Technology Review · Jun 115/10
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Inside soccer’s data renaissance

Soccer is experiencing a data analytics renaissance where advanced metrics and AI-driven insights are fundamentally changing how teams strategize and play. The article explores how data science is transforming tactical decision-making, exemplified by unconventional plays that confuse casual observers but make perfect sense to data-informed coaches.

AIBullisharXiv – CS AI · May 76/10
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Curated AI beats frontier LLMs at pharma asset discovery

Gosset, a curated AI platform for pharmaceutical asset discovery, outperforms leading frontier LLMs (Claude, GPT-5.5, Gemini, Perplexity) by 3.2x on drug discovery queries, achieving perfect precision and complete recall on niche oncology and immunology targets. The research demonstrates that specialized, annotated databases significantly outperform general-purpose models with web search for domain-specific tasks.

🏢 Perplexity🧠 GPT-5🧠 Claude
AINeutralWired – AI · Apr 306/10
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Elon Musk Seemingly Admits xAI Has Used OpenAI's Models to Train Its Own

Elon Musk testified under oath that xAI has used OpenAI's models to train its own AI systems, claiming this is standard industry practice among competing AI labs. The admission raises questions about intellectual property practices in the AI sector and potential competitive dynamics between Musk's xAI and his former company OpenAI.

Elon Musk Seemingly Admits xAI Has Used OpenAI's Models to Train Its Own
🏢 OpenAI🏢 xAI