{"id":134653,"date":"2026-07-11T00:45:36","date_gmt":"2026-07-11T00:45:36","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/07\/11\/this-week-in-ai-chips-checks-and-changing-jobs-oreilly\/"},"modified":"2026-07-11T00:46:34","modified_gmt":"2026-07-11T00:46:34","slug":"this-week-in-ai-chips-checks-and-changing-jobs-oreilly","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/07\/11\/this-week-in-ai-chips-checks-and-changing-jobs-oreilly\/","title":{"rendered":"This Week in AI: Chips, Checks, and Changing Jobs \u2013 O\u2019Reilly"},"content":{"rendered":"<p> <a href=\"https:\/\/go.fiverr.com\/visit\/?bta=1052423&nci=17043\" Target=\"_Top\"><img loading=\"lazy\" decoding=\"async\" border=\"0\" src=\"https:\/\/fiverr.ck-cdn.com\/tn\/serve\/?cid=40081059\" loading=\"lazy\"  width=\"601\" height=\"201\"><\/a>\n<br \/><img decoding=\"async\" src=\"https:\/\/www.oreilly.com\/radar\/wp-content\/uploads\/sites\/3\/2026\/05\/0642572383770_This_Week_in_AI_Cover-1600x1600.jpg\" loading=\"lazy\" \/><\/p>\n<div id=\"postContent-content\">\n<p class=\"wp-block-paragraph\">This week knowledge and AI evangelist Christina Stathopoulos returned for a solo information briefing. As a substitute of exploring one or two matters in depth, Christina sorted the week\u2019s headlines right into a handful of threads: advances in bodily {hardware} to maintain up with AI demand, the widening attain of presidency oversight into frontier mannequin corporations, and a workforce that\u2019s reorganizing sooner than job titles can describe it.<\/p>\n<p class=\"wp-block-paragraph\">Alongside the way in which, Christina flagged a couple of attention-grabbing objects too small to garner their very own sections. Anthropic launched <a href=\"https:\/\/www.anthropic.com\/news\/claude-science-ai-workbench\" target=\"_blank\" rel=\"noreferrer noopener\">Claude Science<\/a>, a workbench that pulls analysis databases, lab instruments, and compute into one place for all times sciences researchers, following OpenAI\u2019s earlier launch of <a href=\"https:\/\/openai.com\/index\/introducing-gpt-rosalind\/\" target=\"_blank\" rel=\"noreferrer noopener\">GPT-Rosalind<\/a>, a mannequin tuned for organic reasoning. And OpenAI started a restricted preview of its <a href=\"https:\/\/openai.com\/index\/previewing-gpt-5-6-sol\/\" target=\"_blank\" rel=\"noreferrer noopener\">GPT-5.6<\/a> household, three fashions (Sol, Terra, and Luna) constructed for various jobs as an alternative of 1 mannequin attempting to do all the things. Watch now.<\/p>\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\">\n<p>\n<iframe loading=\"lazy\" title=\"This Week in AI: Chips, Checks, and Changing Jobs with Christina Stathopoulos\" width=\"720\" height=\"405\" data-lazy=\"true\" data-src=\"https:\/\/www.youtube.com\/embed\/QlJlDIsEaSc?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><\/p>\n<\/figure>\n<h2 class=\"wp-block-heading\"><strong>The AI {hardware} race has moved from parameters to atoms and watts<\/strong><\/h2>\n<p class=\"wp-block-paragraph\">The largest mannequin headlines get the eye, however the actual story this week was what they\u2019re operating on. IBM <a href=\"https:\/\/newsroom.ibm.com\/2026-06-25-ibm-debuts-worlds-first-sub-1-nanometer-chip-technology\" target=\"_blank\" rel=\"noreferrer noopener\">introduced<\/a> the world\u2019s first sub-1 nanometer chip expertise, measuring 0.7 nanometers, or roughly a 3rd the width of a strand of DNA. We\u2019re approaching the bounds of how small we are able to shrink transistors, Christina identified, so IBM is now additionally stacking them vertically. With 0.7 nm transistors, the corporate can pack round 100 billion right into a fingernail-sized chip that claims to have 50% larger efficiency and 70% decrease energy consumption than the earlier 2 nanometer era. They\u2019re not but a product within the wild, however sub-1 nanometer chips are a marked analysis breakthrough within the <a href=\"https:\/\/www.pcmag.com\/encyclopedia\/term\/angstrom-era\" target=\"_blank\" rel=\"noreferrer noopener\">angstrom era<\/a>.<\/p>\n<p class=\"wp-block-paragraph\">OpenAI and Broadcom have taken a special method. Final week, they unveiled <a href=\"https:\/\/openai.com\/index\/openai-broadcom-jalapeno-inference-chip\/\" target=\"_blank\" rel=\"noreferrer noopener\">Jalape\u00f1o<\/a>, a chip constructed particularly for LLM inference moderately than coaching. As Christina put it, coaching will get the headlines, however inference is the place AI really reaches folks. Each enchancment in value, pace, and reliability means a sooner reply or a less expensive product for the folks utilizing it day-after-day, and a small effectivity acquire multiplied throughout a whole bunch of tens of millions of customers provides up quick. That\u2019s why frontier labs are shifting away from off-the-shelf tech to designing their very own.<\/p>\n<p class=\"wp-block-paragraph\">NVIDIA, in the meantime, shared a brand new closed-loop, absolutely liquid-cooled <a href=\"https:\/\/blogs.nvidia.com\/blog\/liquid-cooling-ai-factories\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI factory design<\/a> that makes use of coolant that may run as heat as 45\u00b0C (113\u00b0F), eradicating the dependence on chilled water that\u2019s made knowledge facilities a goal for criticism over their vitality and water use. Collectively, these three tales level to bodily infrastructure, not algorithms, as AI\u2019s subsequent actual alternative.<\/p>\n<h2 class=\"wp-block-heading\"><strong>Authorities oversight is popping right into a everlasting fixture<\/strong><\/h2>\n<p class=\"wp-block-paragraph\">Anthropic <a href=\"https:\/\/www.anthropic.com\/news\/redeploying-fable-5\" target=\"_blank\" rel=\"noreferrer noopener\">restored public access<\/a> to Claude Fable 5 and Claude Mythos 5 after the US authorities lifted the export controls that had pulled the fashions offline for safety issues tied to vulnerability discovery. The corporate added a brand new cybersecurity classifier meant to dam recognized jailbreak strategies and says it&#8217;s going to preserve working with the federal government on AI safety issues. It\u2019s a reminder that entry to frontier fashions could be switched off, and that the phrases for turning it again on at the moment are being negotiated case by case. Epoch AI knowledge exhibits important vulnerability disclosures had already <a href=\"https:\/\/epoch.ai\/data-insights\/cve-severity-spike\" target=\"_blank\" rel=\"noreferrer noopener\">spiked to 3.5 times<\/a> the earlier month-to-month peak proper after Anthropic\u2019s Mythos preview went stay. We\u2019ve talked about earlier than that this cuts each methods: Attackers can use AI to search out weak factors sooner, however so can the defenders attempting to patch them first.<\/p>\n<p class=\"wp-block-paragraph\">OpenAI\u2019s GPT-5.6 household launched as a <a href=\"https:\/\/techcrunch.com\/2026\/06\/26\/openai-limits-gpt-5-6-rollout-after-government-request-says-restrictions-shouldnt-be-the-norm\/\" target=\"_blank\" rel=\"noreferrer noopener\">limited, tiered preview<\/a> for trusted companions on the authorities\u2019s request, with broader entry to observe. On the similar time, the <em>Monetary Instances<\/em> <a href=\"https:\/\/www.ft.com\/content\/7c803eab-8e80-4431-9a87-e943bf00e00b?syn-25a6b1a6=1\" target=\"_blank\" rel=\"noreferrer noopener\">has reported<\/a> that OpenAI is proposing to offer the US authorities a <a href=\"https:\/\/www.theguardian.com\/technology\/2026\/jul\/02\/openai-stake-us-government-ai-sam-altman\" target=\"_blank\" rel=\"noreferrer noopener\">5% equity stake<\/a> within the firm, which it\u2019s pitching as a approach to make sure that a few of AI\u2019s financial upside would circulate again to taxpayers. It\u2019s additionally, as Christina famous, possible an try and construct public belief. Whether or not or not that stake materializes, authorities involvement in frontier AI now seems like a standing situation that corporations construct round, and it raises actual questions for anybody exterior the US who doesn\u2019t management the phrases of their very own entry to those fashions.<\/p>\n<h2 class=\"wp-block-heading\"><strong>Roles are evolving sooner than the org chart can describe<\/strong><\/h2>\n<p class=\"wp-block-paragraph\">The most effective mannequin on this planet can\u2019t shut the hole between what a consumer needs and what really will get constructed. For that, organizations are more and more betting on the position of forward-deployed engineer, a mixture of platform engineer, options architect, and product supervisor, who embed immediately with purchasers to show AI ambitions into working techniques. <a href=\"https:\/\/www.cnbc.com\/2026\/07\/02\/microsoft-commits-2point5-billion-6000-employees-ai-implementation-unit.html\" target=\"_blank\" rel=\"noreferrer noopener\">Microsoft committed $2.5 billion<\/a> and <a href=\"https:\/\/www.reuters.com\/business\/retail-consumer\/amazons-aws-commits-1-billion-toward-new-unit-embedded-ai-engineers-2026-06-30\/\" target=\"_blank\" rel=\"noreferrer noopener\">AWS committed $1 billion<\/a> to new AI deployment items, following related strikes earlier this 12 months from <a href=\"https:\/\/openai.com\/index\/openai-launches-the-deployment-company\/\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI<\/a> and a <a href=\"https:\/\/newsroom.accenture.com\/news\/2026\/servicenow-and-accenture-launch-ai-powered-services-to-accelerate-the-shift-from-legacy-risk-platforms-to-agentic-ai\" target=\"_blank\" rel=\"noreferrer noopener\">ServiceNow-Accenture partnership<\/a>. (Maya Mikhailov and Doug Shannon had some ideas concerning the <a href=\"https:\/\/www.oreilly.com\/radar\/this-week-in-ai-production-viability\/#:~:text=Forward%2Ddeployed%20engineers%20aren%E2%80%99t%20enough%20on%20their%20own\" target=\"_blank\" rel=\"noreferrer noopener\">limits of this approach<\/a> again in June.)<\/p>\n<p class=\"wp-block-paragraph\">Boris Cherny, the creator of Claude Code, has been considering past job titles to the perform every group member performs in line with their specific strengths and pursuits. Taking a look at his personal group, he recognized <a href=\"https:\/\/x.com\/bcherny\/status\/2071379474277613732\" target=\"_blank\" rel=\"noreferrer noopener\">five archetypes<\/a>: the prototyper, who generates concepts most of which received\u2019t ship; the builder, who turns an concept right into a production-grade product; the sweeper, who simplifies code and improves efficiency; the grower, who iterates on a shipped product to enhance market match; and the maintainer, who retains a mature system safe, dependable, and quick at scale. Individuals can span two or three of those archetypes without delay, and none of them maps cleanly to \u201cengineer\u201d or \u201cdesigner.\u201d<\/p>\n<p class=\"wp-block-paragraph\">Organizations on the trail to turning into AI-native need to rebuild from inside, they usually need to do it rapidly. Christina shared examples of two very completely different approaches they\u2019re taking to get there. SAP, going through a inventory slide, is <a href=\"https:\/\/www.cio.com\/article\/4192663\/sap-cuts-hiring-and-travel-to-fund-ai.html\" target=\"_blank\" rel=\"noreferrer noopener\">cutting costs<\/a> to double down on hiring AI expertise externally, whereas IKEA is <a href=\"https:\/\/www.inc.com\/stephanie-davis\/layoffs-workers-ai-ikea-leadership-playbook-grow-revenue\/91364108\" target=\"_blank\" rel=\"noreferrer noopener\">retraining its existing employees<\/a> for AI-enabled roles as an alternative. We\u2019ll see extra corporations contemplating their choices, however as <a href=\"https:\/\/www.oreilly.com\/radar\/ordinary-engineers-not-heroic-inventors\/\" target=\"_blank\" rel=\"noreferrer noopener\">Tim O\u2019Reilly recently noted<\/a>, irrespective of which path they take, profitable corporations can be ones that deliberately construct a talent infrastructure that incentivizes information sharing as groups work out the most effective methods to make use of this expertise for his or her particular circumstances.<\/p>\n<h2 class=\"wp-block-heading\"><strong>What\u2019s subsequent<\/strong><\/h2>\n<p class=\"wp-block-paragraph\">Christina closed the present with a narrative not about constructing merchandise or elevating funding rounds however about utilizing AI to guard folks. Google\u2019s Android earthquake alert system <a href=\"https:\/\/www.nytimes.com\/interactive\/2026\/06\/27\/world\/americas\/venezuela-earthquakes-android-alerts.html?eafs_enabled=false\" target=\"_blank\" rel=\"noreferrer noopener\">warned an estimated 11.4 million people<\/a> forward of current earthquakes in Venezuela, utilizing accelerometers already constructed into their telephones to detect seismic waves and ship warnings with simply seconds of lead time. The corporate is utilizing the identical underlying method, pairing sensor and satellite tv for pc knowledge with AI, to map wildfire boundaries in close to actual time by way of Google Maps and Search and to forecast floods as much as seven days out. It\u2019s an encouraging counterweight to the stream of product releases and safety incidents we often cowl.<\/p>\n<p class=\"wp-block-paragraph\">Christina will host <em>This Week in AI<\/em> all through July. Subsequent week, she\u2019ll cowl the rising battle over AI chips as DeepSeek, Anthropic, and Samsung make main strikes, discover the rise of agentic ransomware, and look at why AI-generated code is outpacing our means to evaluation it, plus the discharge of OpenAI\u2019s much-awaited GPT-5.6 and a few fascinating new analysis from Anthropic. For those who\u2019re an O\u2019Reilly member, <a href=\"https:\/\/learning.oreilly.com\/live-events\/this-week-in-ai\/0642572380908\/\" target=\"_blank\" rel=\"noreferrer noopener\">join us live<\/a>. If not, attempt it out with a <a href=\"https:\/\/www.oreilly.com\/start-trial\/?type=individual\" target=\"_blank\" rel=\"noreferrer noopener\">free trial<\/a> or try our takeaways right here on Radar every Friday and watch full episodes on <a href=\"https:\/\/www.youtube.com\/playlist?list=PL055Epbe6d5bJEhT7_ZzOeJZ6gPyUzYpS\" target=\"_blank\" rel=\"noreferrer noopener\">YouTube<\/a>, <a href=\"https:\/\/open.spotify.com\/show\/033kJS2BG1teGunxmtsU1r\" target=\"_blank\" rel=\"noreferrer noopener\">Spotify<\/a>, <a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/this-week-in-ai\/id1896798047\" target=\"_blank\" rel=\"noreferrer noopener\">Apple<\/a>, or wherever you get your podcasts.<\/p>\n<p class=\"wp-block-paragraph\"><em>For those who\u2019re searching for a extra technical deep dive, on July 23 Christina will host the AI Superstream targeted on AI harnesses. Take part to find how our lineup of specialists are constructing and operating dependable, production-ready autonomous agent techniques. <a href=\"https:\/\/www.oreilly.com\/live\/ai-superstream-ai-harnesses.html\" target=\"_blank\" rel=\"noreferrer noopener\">Register here<\/a>.<\/em><\/p>\n<\/div>\n<iframe data-lazy=\"true\" data-src=\"https:\/\/www.fiverr.com\/gig_widgets?id=U2FsdGVkX18x7XQvttUTrv1oEqmGNGTgvvCUiUoJ\/AP4z\/UyMz8lXGOLpu15jIMxBbTR0gmD5uBoFvhC4KWeALQRp3h\/X\/AwcVD0K8Wj9H\/ZzYKzcCNHosB9oS4SCJJFWiN85P9ICAc4OgCoE\/wHKIY7CDkf2\/DQ1vqGvk4smVe5cRDEmrLPCWi4FC8p40VUhSmWQ5udCm0zoJtorgWv3vbDQw0kKYkwn39ozAnQXDe+YvWMxkLFWA+O3TFwkJvdkIK+\/AUSnRssPKt5WHY0FhNOxnSPcLslEL4G4\/RfP95ve99U+kRnDy3X+KtzdQLY+u935ghON\/o3UE4IMv9oN6JX9RnxzL\/LRcOgnHigxStSGPKsZYtnz8RWNVT\/rOLAibqiWJadC5MYHRbekF3eg6FOGrQGkXYbsn0+a5aovnlLCbLwIqY9fcS17UX8J235iQ6cdmHNbrPeS84CMm34RA==&affiliate_id=1052423&strip_google_tagmanager=true\" loading=\"lazy\" data-with-title=\"true\" class=\"fiverr_nga_frame\" frameborder=\"0\" height=\"350\" width=\"100%\" referrerpolicy=\"no-referrer-when-downgrade\" data-mode=\"random_gigs\" onload=\" var frame = this; var script = document.createElement('script'); script.addEventListener('load', function() { window.FW_SDK.register(frame); }); script.setAttribute('src', 'https:\/\/www.fiverr.com\/gig_widgets\/sdk'); document.body.appendChild(script); \" ><\/iframe>\n<br \/><a href=\"https:\/\/www.oreilly.com\/radar\/this-week-in-ai-chips-checks-and-changing-jobs\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This week knowledge and AI evangelist Christina Stathopoulos returned for a solo information briefing. As a substitute of exploring one or two matters in depth,&#8230;<\/p>\n","protected":false},"author":1,"featured_media":134654,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-134653","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-universe"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>This Week in AI: Chips, Checks, and Changing Jobs \u2013 O\u2019Reilly - mailinvest.blog<\/title>\n<meta name=\"description\" content=\"Technology is forever changing, and there are always new pieces of technology to replace obsolete ones. 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