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CBS MONEY WATCH Starbucks denies plan to buy Chipotle after report of possible takeover Strong Bullish CBS NEWS Republican concerns mount over livestreaming Fort Hood shooter's execution Pessimistic BBC US Six Ukrainian energy sites hit by Russia since Trump announced ceasefire, Zelensky says Pessimistic THE VERGE Elon Musk has donated over $276 million to Republican midterm efforts Neutral NEW YORK POST BUSINESS Broadcom CEO compares AI investors to gamblers: ‘They are in a casino’ Neutral BBC US Immigration agents search Congresswoman Ilhan Omar's home Neutral COINTELEGRAPH Bitcoin miners face widening AI financing costs as lenders scrutinize deals Pessimistic DEFENSE NEWS India sells air defense missiles to Tajikistan, Turkmenistan in Central Asia push Neutral MARKET WATCH These stocks could be the future winners — and losers — of a massive shift in IT spending Pessimistic CNBC TOP STORIES LVMH fashion and leather sales slide in Q3, dashing sector hopes Bullish YOUTUBE - YAHOO FINANCE The bull market celebrates its birthday Strong Bullish DEFENSE NEWS Mangroves and mud: Inside the Army jungle school’s notorious ‘Green Mile’ Neutral YOUTUBE - BRAVOS RESEARCH The Battle for Money Just Began. Neutral COINTELEGRAPH Bitcoin drops 2.2% as Ukraine, Iran strikes send oil toward one-month high Neutral WASHINGTON POST POLITICS Speaker Johnson walks back talk about potentially leaving Congress Bullish YOUTUBE - YAHOO FINANCE Sozzi Unleashed (9:30–10:00 a.m. ET) Neutral FOX NEWS US Masked figures carrying apparent rifles to Delaware homes were teens pulling a prank: pol… Pessimistic THE DAILY CALLER Ukrainian Officials Say They Were Never Informed Of Trump’s ‘Energy Ceasefire’ Pessimistic BBC BUSINESS Fridges in French supermarkets hit by cyber attack Neutral THE DAILY CALLER Chuck Grassley Files For Reelection; Would Be 101 If He Finished Entire Term Neutral CBS MONEY WATCH Starbucks denies plan to buy Chipotle after report of possible takeover Strong Bullish CBS NEWS Republican concerns mount over livestreaming Fort Hood shooter's execution Pessimistic BBC US Six Ukrainian energy sites hit by Russia since Trump announced ceasefire, Zelensky says Pessimistic THE VERGE Elon Musk has donated over $276 million to Republican midterm efforts Neutral NEW YORK POST BUSINESS Broadcom CEO compares AI investors to gamblers: ‘They are in a casino’ Neutral BBC US Immigration agents search Congresswoman Ilhan Omar's home Neutral COINTELEGRAPH Bitcoin miners face widening AI financing costs as lenders scrutinize deals Pessimistic DEFENSE NEWS India sells air defense missiles to Tajikistan, Turkmenistan in Central Asia push Neutral MARKET WATCH These stocks could be the future winners — and losers — of a massive shift in IT spending Pessimistic CNBC TOP STORIES LVMH fashion and leather sales slide in Q3, dashing sector hopes Bullish YOUTUBE - YAHOO FINANCE The bull market celebrates its birthday Strong Bullish DEFENSE NEWS Mangroves and mud: Inside the Army jungle school’s notorious ‘Green Mile’ Neutral YOUTUBE - BRAVOS RESEARCH The Battle for Money Just Began. Neutral COINTELEGRAPH Bitcoin drops 2.2% as Ukraine, Iran strikes send oil toward one-month high Neutral WASHINGTON POST POLITICS Speaker Johnson walks back talk about potentially leaving Congress Bullish YOUTUBE - YAHOO FINANCE Sozzi Unleashed (9:30–10:00 a.m. ET) Neutral FOX NEWS US Masked figures carrying apparent rifles to Delaware homes were teens pulling a prank: pol… Pessimistic THE DAILY CALLER Ukrainian Officials Say They Were Never Informed Of Trump’s ‘Energy Ceasefire’ Pessimistic BBC BUSINESS Fridges in French supermarkets hit by cyber attack Neutral THE DAILY CALLER Chuck Grassley Files For Reelection; Would Be 101 If He Finished Entire Term Neutral
Venture Beat · Jul 20, 2026 4:38 PM EDT HousingAI

At VB Transform 2026, Zillow's engineering chief said AI ROI numbers only hold up if you measure before you build

Zillow, the real estate technology company, doesn't get one conversation with its customers. They move from a phone screen to a loan officer to a real estate agent, sometimes over months or years, and expect the context to follow them. A single chatbot could never carry that thread.At VB Transform 2026, Zillow SVP of Engineering Toby Roberts and Glean co-founder and CEO Arvind Jain described how they built AI archit…

At VB Transform 2026, Zillow's engineering chief said AI ROI numbers only hold up if you measure before you build
Image Venture Beat

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