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Amazon’s “Catalog AI” Product Platform Helps You Shop Smarter

View original at spectrum.ieee.org
Amazon’s “Catalog AI” Product Platform Helps You Shop Smarter <img src="https://spectrum.ieee.org/media-library/smiling-portrait-of-abhishek-agrawal.jpg?id=62288075&width=1200&height=800&coordinates=0%2C71%2C0%2C72" /><br /><br /><p>If you’ve shopped on <a href="https://www.aboutamazon.com/about-us" rel="noopener noref…
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  • Being part of IEEE has opened doors for collaboration, mentorship, and professional growth. IEEE has strengthened both my technical knowledge and my leadership skills, helping me progress in my career.

    80% confidence
  • Many employees received between 50 and 100 messages a day—which became overwhelming for them

    80% confidence
  • Live Search had a traffic rate of less than 2 percent and struggled to keep up with Google's faster-paced, more user-friendly system

    80% confidence
  • The work seems easy, but behind every search engine are hundreds of engineers powering ads, query formulations, rankings, relevance, and location detection

    80% confidence
  • Bing is now the world's second-largest search engine

    80% confidence
  • I've been working in AI for more than 20 years now. Seeing how much we can do with technology still amazes me.

    80% confidence
  • Microsoft was deploying new features for existing platforms without first testing them to ensure effectiveness, which was wreaking havoc

    80% confidence
  • The company expects the AI tool to increase sales this year by US $7.5 billion

    80% confidence
  • The organization plays a very important role in bringing authenticity to anything that it does. If a journal article has the IEEE logo, you can believe that it was thoroughly and diligently reviewed.

    80% confidence
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Enterprise AI Agents Scale Up Through Partnerships and Funding, But Data Readiness Lags Ambition
A wave of vertical AI-agent startups (Swarm, Veridox, Avallon AI, DA2, F2, Earthian, Meanwhile, Covecta, Penguin AI, Maisa AI) is being funded and profiled just as major infrastructure players — Microsoft/Mistral, Siemens/NVIDIA, and Manulife/Microsoft — cement enterprise AI governance and compute partnerships. Yet a Google Cloud report shows AI agents still lack access to the majority of company data (only 45% on average), and insider selling at incumbent C3.ai signals investor caution even as adoption intent (100% planned agentic AI use within two years) races ahead of actual data infrastructure.
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EPKINLY Regulatory-Clinical Success Cascade
High probability of expanded label indications, additional combination approvals, and competitive positioning strength in follicular lymphoma market. Predicts positive commercial uptake and potential accelerated review for related indications.
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Berkshire Hathaway
Both facts report Berkshire Hathaway's cash position on 2026-01-01 with identical observation timestamps, but claim vastly different values: 380 billion USD vs 400 USD. These cannot both be true for the same entity at the same point in time. The magnitude of the discrepancy (a factor of ~10^9) rules out rounding, unit conversion, or methodological differences.
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