{"id":260027,"date":"2026-05-31T01:21:00","date_gmt":"2026-05-31T05:21:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/05\/31\/every-technology-wave-builds-a-trust-layer-ai-is-building-its-now\/"},"modified":"2026-05-31T01:40:08","modified_gmt":"2026-05-31T05:40:08","slug":"every-technology-wave-builds-a-trust-layer-ai-is-building-its-now","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/05\/31\/every-technology-wave-builds-a-trust-layer-ai-is-building-its-now\/","title":{"rendered":"Every Technology Wave Builds A Trust Layer. AI Is Building Its Now."},"content":{"rendered":"

Every Technology Wave Builds A Trust Layer. AI Is Building Its Now.<\/a><\/p>\n

https:\/\/www.forbes.com\/sites\/alexlazarow\/2026\/05\/31\/every-technology-wave-builds-a-trust-layer-ai-is-building-its-now\/<\/a><\/p>\n

Publish Date: 2026-05-31 01:21:00<\/a><\/p>\n

Source Domain: www.forbes.com<\/a><\/p>\n

concept of auditing and evaluating quality<\/span><\/p>\n

getty<\/p>\n

‘Lloyd\u2019s of London is over 300 years old. It was built to insure ships in oceans no one trusted. The Lloyd\u2019s of AI hasn\u2019t been built yet, but it\u2019s coming. <\/p>\n

Trust institutions rarely show up first. They arrive late, after the technology has already broken something.<\/p>\n

For example, the Big Four accounting firms were all founded around 1850. That timing is not an accident: the industrial revolution had produced firms too large and too complex for owners to verify directly, and a new profession emerged to do the verifying. Independent auditors became the trust layer that made modern capital markets possible.<\/p>\n

Underwriters Laboratories emerged because electrification was powerful, useful, and occasionally catastrophic. The certificate authorities that quietly run SSL only existed because e-commerce demanded a way to know the site asking for your credit card was real. And of course, Lloyd\u2019s of London began as a coffeehouse where shipowners tried to price risks they could not see.<\/p>\n

AI is presently in this gap. Yes, the technology is being adopted. But it is creating a new surface area of risk. To remedy it, a new verification layer is emerging, and I think it\u2019s the most important venture category nobody is talking about yet. <\/p>\n

The early wave verified what AI said<\/h2>\n

An early wave of AI verification focused on confirming models were safe, accurate and claims were real. This ran from late 2022 through roughly the end of 2024, and solved a discrete problem for models at the time. <\/p>\n

That gave (some amount of) hallucination detection, prompt injection defense and deepfake detection. <\/p>\n

Implicit in the first wave was that a human, or a deterministic system, would read output and act on it. The verification layer just needs to flag the bad ones. <\/p>\n

Agents are changing everything.<\/p>\n

The next wave verifies what AI does<\/h2>\n

In 2025, AI stopped producing text for humans to read and started doing work for itself. Trades were booked. Refunds were…<\/p>\n

Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Every Technology Wave Builds A Trust Layer. AI Is Building Its Now. https:\/\/www.forbes.com\/sites\/alexlazarow\/2026\/05\/31\/every-technology-wave-builds-a-trust-layer-ai-is-building-its-now\/ Publish Date:…<\/p>\n","protected":false},"author":1,"featured_media":260028,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/imageio.forbes.com\/specials-images\/imageserve\/6a19f69d1a1dac99330e61d5\/0x0.jpg?format=jpg&height=900&width=1600&fit=bounds","fifu_image_alt":"","footnotes":""},"categories":[8],"tags":[66],"class_list":["post-260027","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-emerging"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/260027"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=260027"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/260027\/revisions"}],"predecessor-version":[{"id":260029,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/260027\/revisions\/260029"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/260028"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=260027"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=260027"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=260027"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}