{"id":8610,"date":"2026-07-20T10:18:38","date_gmt":"2026-07-20T10:18:38","guid":{"rendered":"https:\/\/forbes.co.il\/e\/?p=8610"},"modified":"2026-07-20T10:18:39","modified_gmt":"2026-07-20T10:18:39","slug":"the-ai-habitat-that-waymo-never-built","status":"publish","type":"post","link":"https:\/\/forbes.co.il\/e\/the-ai-habitat-that-waymo-never-built\/","title":{"rendered":"The AI &#8220;Habitat&#8221; That Waymo Never Built"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">On July 8, the head of the National Highway Traffic Safety Administration&nbsp;<a href=\"https:\/\/www.nhtsa.gov\/press-releases\/av-developers-automated-vehicle-that-cannot-safely-interact-first-responders-danger\" target=\"_blank\" rel=\"noreferrer noopener\">sent a letter<\/a>&nbsp;to the autonomous vehicle industry saying that AV developers had shown a \u201cclear pattern\u201d of driverless cars blocking ambulances and fire trucks, ignoring flares and flashing lights, and in some cases driving directly into active emergency scenes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">While not technically naming Waymo, it was undeniably a focal player in the robotaxi reckoning &#8211; saying there was \u201ca functional insufficiency\u201d among automated vehicle developers regarding \u201ca pattern of interference with first responders\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At the same time, a different conversation has been unfolding inside the AI industry. Some of its leading figures have begun looking beyond engineering for answers. Anthropic recently launched its<a href=\"https:\/\/apnews.com\/article\/ai-artificial-intelligence-ethics-religion-roundtable-053a44133c64703f83fd50c9ee6124ea\" target=\"_blank\" rel=\"noreferrer noopener\">&nbsp;Faith &amp; AI Covenant Roundtable&nbsp;<\/a>to discuss how best to infuse morality and ethics into AI, while OpenAI&#8217;s Head of Strategic Futures, Dean Ball, sparked debate after saying he had begun&nbsp;<a href=\"https:\/\/x.com\/deanwball\/status\/2076029765631484042\" target=\"_blank\" rel=\"noreferrer noopener\">studying the Talmud<\/a>&nbsp;to better understand AI policy.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Dr. Tal Cohen, co-founder of Drive TLV and managing partner of Next Gear Ventures, joined me to discuss these issues. In an interview recorded just after the NHTSA letter, Cohen used Waymo as the clearest example of what he calls \u201cThe Habitat\u201d: the missing institutional layer of trust, permissioning, and accountability that must exist around an AI system before it\u2019s allowed to act with consequential impact in the world.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"The AI &quot;Habitat&quot; That Waymo Never Built - #0088, Dr. Tal Cohen\" width=\"800\" height=\"450\" src=\"https:\/\/www.youtube.com\/embed\/V09xRNkjvXA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cTwo, three years ago, I was irrelevant, because there was no capability to talk like that,\u201d Cohen said. But AI ability is expanding, and it is clearly starting to outpace the governance structure meant to contain it. \u201cThe capability is expanding,\u201d he added, pointing to Waymo\u2019s rapid deployment. \u201cSuddenly, you have a gap between what the capability can provide and what we are lagging as a society.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cohen\u2019s main argument is that the industry has spent its energy on the wrong bottleneck. Public debate about AI has focused overwhelmingly on physical infrastructure constraints related to chips, energy, and data centers, or on the capabilities of the models themselves. But he told me the actual constraint is a broader and less visible vacuum around the governance that authorizes an autonomous system to act, who reviews what it did, and who has the standing to revoke its authority when it gets something wrong.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cSo then the question is: who\u2019s gonna own the habitat that\u2019s gonna authorize Waymo to go into crime scenes or not?\u201d He argues society will hand over billions of consequential driving decisions before governments build the institutional framework capable of supervising them.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In his framing, regulators, municipal transportation departments, and NHTSA itself are unlikely to build that infrastructure fast enough on their own. He expects, and believes the moment demands, some hybrid of public and private coordination to define a constitution of sorts for autonomous systems. \u201cWe\u2019re gonna live in the centuries or decades of habitat construction,\u201d he said. \u201cPeople really don\u2019t get it yet.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A manuscript he&#8217;s been circulating,&nbsp;<a href=\"https:\/\/talcohen.ai\/book\" target=\"_blank\" rel=\"noreferrer noopener\"><em>The Case for Habitat<\/em><\/a>, argues this point exactly: That without a system or code in place, organizations face an uncomfortable choice. \u201cYou either put somebody in the basement, don\u2019t let it do what it can do\u2026 or let it destroy your business,\u201d he concluded.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In Cohen&#8217;s words, the capability is \u201cshiny,\u201d but the Habitat is \u201cboring.\u201d Yet history suggests that the boring is often what determines which transformative technologies succeed.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Regulators say autonomous vehicles have a \u201cclear pattern\u201d of interfering with emergency responders. Dr. Tal Cohen argues the fix is a new governance layer nobody has built yet.<\/p>\n","protected":false},"author":106,"featured_media":8611,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[],"class_list":["post-8610","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The AI &quot;Habitat&quot; That Waymo Never Built - Forbes Israel<\/title>\n<meta name=\"description\" content=\"Regulators say autonomous vehicles have a \u201cclear pattern\u201d of interfering with emergency responders. 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