prakhar@affmantra.com

Why Spatial Supersensing is Emerging as the Core Capability for Multimodal AI Systems?

Even strong ‘long-context’ AI models fail badly when they must track objects and counts over long, messy video streams, so the next competitive edge will come from models that predict what comes next and selectively remember only surprising, important events, not from just buying more compute and bigger context windows. A team of researchers from…

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TechCrunch Disrupt 2025 Startup Battlefield 200: Celebrating outstanding achievements

This year, TechCrunch Disrupt showcased the incredible talent and groundbreaking ideas of our 2025 Startup Battlefield 200 cohort. Out of thousands of applications, we selected 200 of the most promising startups, each bringing unique innovations to their respective industries. The competition culminated in an electrifying event where these startups had the opportunity to pitch and…

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Amazon launches a low-price standalone shopping app, Amazon Bazaar, in over a dozen markets

On Friday, Amazon announced the debut of Amazon Bazaar, a new low-cost shopping destination for Asia, Africa, and Latin America that will be available separately from the main Amazon shopping app. On Bazaar, most products are available under $10, and some are as low as $2, the retailer says. The product selection, available now on Android and…

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Ford execs reportedly discuss ending the F-150 Lightning

Executives at Ford are considering killing its flagship electric pickup truck, the F-150 Lightning, according to The Wall Street Journal. The discussions are happening in the wake of Ford’s late October decision to idle F-150 Lightning production while it prioritizes hybrid and gas-engine versions of the popular pickup. The company’s been dealing with production troubles…

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Build a Multi-Agent System for Integrated Transcriptomic, Proteomic, and Metabolomic Data Interpretation with Pathway Reasoning

In this tutorial, we build an advanced multi-agent pipeline that interprets integrated omics data, including transcriptomics, proteomics, and metabolomics, to uncover key biological insights. We begin by generating coherent synthetic datasets that mimic realistic biological trends and then move step by step through agents designed for statistical analysis, network inference, pathway enrichment, and drug repurposing….

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