HeyJaredSparks & Signals: An AI-Powered Audio TLDR
ShiSh distills his latest posts on emerging tech, agentic AI, and high-impact startups into fast, AI-powered audio TLDRs. Insights at the speed of change.
- Indexed episodes, last 90 days
- 15
- Latest publication
- Sep 7, 2026
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- Earliest in this view
- Jul 8, 2026
Latest episodes
What Retailers and Brands Get Out of the Pegasus Customer Network (opens the original)
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The provided text outlines the Microsoft for Startups Pegasus Customer Network , a specialized community designed to bridge the gap between enterprise brands and emerging technology startups . The program uses direct feedback from industry leaders to identify operational "white spaces" and unmet business needs, ensuring that the curated list of startups solves actual, budgeted problems. For the 2026-2027 period, the network focuses on five key innovation areas: agentic software layers , retail m
Startup Spotlight: How 4Minds Helps Category Managers Move from Five Systems to One Truth (opens the original)
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4Minds is a technology startup that offers an enterprise AI platform designed to create and deploy custom language models using a company's private data. These models utilize a knowledge graph architecture to connect disparate information sources, allowing for real-time learning and sophisticated semantic reasoning without moving data from its original environment. By integrating complex datasets, the platform helps professionals like category managers automate the reconciliation of sales, promo
Modernization Without Migration: The Agentic Overlay Thesis for Retail and CPG (opens the original)
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This article introduces the agentic overlay thesis , a strategy for upgrading retail and consumer goods technology without the risk of replacing existing core systems. Instead of moving data to new platforms, these AI-driven startups build a layer on top of legacy software to automate workflows and provide natural language interfaces . This approach allows businesses to gain advanced reasoning capabilities and transparent decision-making while keeping their established records of truth intact. T
Using AI to Transcribe and Summarize Marine Radio Traffic (opens the original)
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I experiment with RTL-SDR (https://lnkd.in/eaBeqP5q) and I've been building things with AI. This weekend I connected the two. An antenna and a cheap dongle pull VHF Marine Channel 16 out of the air, rtl_fm demodulates the stream, Whisper transcribes it locally, and the output gets classified and summarized into a daily digest of what happened on the water. Channel 16 is the international maritime distress and calling frequency. What is interesting is how little of the pipeline is specific to mar
What Jobs to Be Done Needs That Surveys Can Never Provide (opens the original)
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A conversation I keep having with brands and retailers starts the same way: The tracker tells them what happened and how the numbers moved, but not what customers were actually trying to accomplish. 𝐉𝐨𝐛𝐬 𝐭𝐨 𝐁𝐞 𝐃𝐨𝐧𝐞 is a useful way into that discussion, so I wrote up how the framework applies to two of the AI insight platforms I spend time with. Worth saying upfront that neither i-Genie.ai nor Clootrack was built around JTBD and neither markets itself that way (since they both do far more than th
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