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RogerPerez
RogerPerez
November 25, 2025

OpenAI and Perplexity launched similar AI shopping features in their chatbots ahead of the holidays sparking debate on whether specialized AI shopping startups can compete Experts argue niche tools with high quality domain specific data will outperform general purpose chatbots

OpenAI and Perplexity launched similar AI shopping features in their chatbots ahead of the holidays sparking debate on whether specialized AI shopping startups can compete Experts argue niche tools with high quality domain specific data will outperform general purpose chatbots
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Author ThomasYoung ThomasYoung September 21, 2026
Microsoft fully ported GitHub Copilot runtime from TypeScript to Rust using AI agents, costing $120,000 in tokens and three weeks of developer time. The migration boosted performance by 15.9x, reducing session throughput from 7.55 to 120 per second, and cut memory usage by 90 percent. The process revealed AI coding involves iterative investigation rather than rapid code generation. Despite passing compilation, dozens of regressions emerged, highlighting that compiler success does not guarantee semantic correctness. This case underscores the viability of AI-driven large-scale rewriting while emphasizing the need for rigorous validation beyond mere compilation.
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Author WilliamRamirez WilliamRamirez September 21, 2026
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Author RonaldHernández RonaldHernández September 21, 2026
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Author AlbertMiller AlbertMiller September 21, 2026
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Author WillieRamirez WillieRamirez September 21, 2026
Societe Generale projects AI will cut costs by 500-600 million euros, leveraging its partnership with Anthropic for Claude deployment. The bank aims to save 350 million euros by 2029 through automated reporting, code optimization, and enhanced consulting. This aligns with broader industry trends where AI efficiency gains may reduce European banking jobs by up to 20 percent. CEO Slawomir Krupa announced new cost-cutting measures, including potential layoffs, to boost profitability without specifying exact headcount reductions.
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