<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>🤖 AI Digest — Jacopo Castellano</title><description>The 6 most important things happening in AI right now, deduplicated across dozens of sources. A ~2-minute read, updated every 48 hours.</description><link>https://jacopocastellano.com/</link><language>en-us</language><atom:link href="https://jacopocastellano.com/ai-digest/rss.xml" rel="self" type="application/rss+xml"/><item><title>AI Digest — 2026-06-14</title><link>https://jacopocastellano.com/ai-digest/archive/2026-06-14/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-06-14/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. US government forces Anthropic to pull Claude Fable 5 and Mythos 5 offline.&lt;/strong&gt; Citing national security, the Commerce Department issued an unprecedented export-control directive barring all foreign nationals from accessing the two top-tier models, so Anthropic cut off access worldwide, even for its own foreign employees. Reporting ties the move to a narrow &amp;quot;jailbreak&amp;quot; surfaced by Amazon security research and CEO Andy Jassy&apos;s talks with the White House, and Anthropic publicly disputed that a narrow flaw justifies recalling a model used by hundreds of millions.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.wired.com/story/anthropic-says-us-government-ordered-it-to-shut-down-mythos-models/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theverge.com/ai-artificial-intelligence/949553/anthropic-fable-5-mythos-5-government-national-security&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/13/amazon-ceo-reportedly-raised-anthropic-model-concerns-before-government-crackdown/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/anthropic-blocks-all-public-access-to-claude-fable-5-mythos-5-following-us-government-order-what-enterprises-should-do&quot;&gt;VentureBeat&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. Meta&apos;s new AI unit is described as being in open revolt.&lt;/strong&gt; Multiple reports portray the roughly 6,500-person superintelligence group as chaotic and demoralized, with staff openly rejecting a companywide AI hackathon and internal meetings turning hostile. Separately, Meta is reportedly unwinding its $2 billion Manus acquisition after Beijing ordered the deal reversed.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.wired.com/story/mark-zuckerberg-meta-employee-meeting-interrupt-ai/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/12/metas-months-old-ai-unit-is-a-soul-crushing-gulag-say-the-engineers-stuck-inside-it/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/13/meta-reportedly-moves-to-unwind-2b-manus-deal-after-beijings-demand/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. Google sues a Chinese network that weaponized Gemini for mass scams.&lt;/strong&gt; The complaint says a Telegram-based group called &amp;quot;Outsider Enterprise&amp;quot; used AI to spin up scam sites and blast roughly 2.5 million fraudulent text messages in two weeks, targeting hundreds of thousands of victims. The case is an early test of holding criminals accountable for AI-automated fraud.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/google/2026/06/google-sues-chinese-cybercrime-network-that-used-gemini-to-automate-scams/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/12/chinese-cybercrime-operation-that-used-ai-to-scam-hundreds-of-thousands-of-victims-sued-by-google/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/security/2026/06/12/google-fires-sueball-at-alleged-chinese-phishers-over-ai-powered-fraud-ops/5254841&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. AI&apos;s reliability problem keeps surfacing in embarrassing ways.&lt;/strong&gt; KPMG pulled a report on AI usage after most of its citations turned out to be apparently hallucinated, with GPTZero claiming only 5 of 45 citations matched their sources. Meanwhile a court ruled Google legally liable for false statements its AI Overviews generate, and Google researchers proposed &amp;quot;faithful uncertainty&amp;quot; to let models offer best guesses instead of confidently inventing answers.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/06/13/kpmg-pulls-report-on-ai-usage-due-to-apparent-hallucinations/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/12/kpmgs-ai-report-turns-into-a-demo-of-ai-hallucinations/5255029&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/a-court-has-ruled-that-google-is-liable-for-false-statements-generated-by-ai-overviews/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/orchestration/google-researchers-introduce-faithful-uncertainty-allowing-llms-to-offer-best-guesses-instead-of-hallucinations&quot;&gt;VentureBeat&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. The backlash against AI data centers is hardening into real friction.&lt;/strong&gt; Roughly $130 billion in data-center projects have been blocked by local protests so far this year, and Amazon admitted to using 2.5 billion gallons of water to cool its facilities last year. Debate continues over how much of the opposition is organic versus blamed on foreign interference, while SK Hynix said it will triple memory output to feed AI demand.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/tech-policy/2026/06/130-billion-in-data-center-projects-blocked-by-protests-so-far-this-year/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/on-prem/2026/06/12/amazon-owns-up-to-using-25bn-gallons-of-h2o-in-its-bit-barns-last-year/5254748&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/systems/2026/06/12/sk-hynix-to-triple-wafer-capacity-by-2034/5255151&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. Open-weight and non-US labs keep pressing the model race.&lt;/strong&gt; Zhipu&apos;s GLM 5.2 and Moonshot&apos;s Kimi K2.7-Code both shipped this week, the latter claiming 30% leaner reasoning though practitioners questioned its benchmarks. France&apos;s Mistral is reportedly raising €3 billion at a roughly €20 billion valuation, nearly double its previous round.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://news.ycombinator.com/item?id=48518684&quot;&gt;Hacker News&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/kimi-k2-7-code-cuts-thinking-tokens-30-practitioners-say-benchmarks-dont-check-out&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/12/mistral-is-rumored-to-be-raising-e3b-at-e20-valuation/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;</description><pubDate>Sun, 14 Jun 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-06-12</title><link>https://jacopocastellano.com/ai-digest/archive/2026-06-12/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-06-12/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Google DeepMind ships DiffusionGemma, a diffusion-based open model up to 4x faster.&lt;/strong&gt; DiffusionGemma borrows the parallel, iterative-refinement trick from image generators to produce text: it generates 256 tokens at once and self-corrects as it goes, rather than one token at a time. The open-weights release targets fast local inference and is the week&apos;s most-covered model launch.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/google/2026/06/googles-latest-diffusiongemma-open-ai-model-comes-with-a-4x-speed-boost/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/googles-diffusiongemma-generates-256-tokens-in-parallel-and-self-corrects-as-it-goes&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/11/googles-diffusiongemma-uses-diffusion-tech-to-speed-text-generation/5254406&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://deepmind.google/blog/diffusiongemma-4x-faster-text-generation/&quot;&gt;DeepMind&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. Claude Fable 5 lands strong on coding but draws a mixed verdict.&lt;/strong&gt; Anthropic&apos;s new general-access Mythos-class model posts 95% on SWE-bench Verified, yet OpenAI&apos;s GPT-5.5 edged it on the brutal new Agents&apos; Last Exam, and testers flagged hyper-cautious safety classifiers that refuse innocuous prompts. Alongside the model, Anthropic leaned hard into enterprise: a TCS deployment partnership, a push to sell Claude to nonprofits, and a walk-back of a policy that could have quietly limited researchers building rival models.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://dev.to/peremptory/claude-fable-5-scores-95-on-swe-bench-then-hands-off-to-opus-48-4ji6&quot;&gt;Dev.to&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/surprise-upset-gpt-5-5-beats-claude-fable-5-on-brutal-new-agents-last-exam-benchmark&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/10/anthropic-claude-fable-5-refuses-innocuous-prompts/5253754&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/anthropic-responds-to-backlash-on-claudes-secret-sabotage-on-ai-research/&quot;&gt;Wired&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. OpenAI accelerates its enterprise land-grab.&lt;/strong&gt; OpenAI is acquiring Ona to give Codex secure, persistent cloud environments for long-running agents, scaled ChatGPT Enterprise to 100,000 BBVA employees, and opened access to its models and Codex through Oracle Cloud commitments. GPT-5.5, GPT-5.4, and Codex also reached general availability on Amazon Bedrock at direct-rate pricing, a month after OpenAI loosened its Azure exclusivity.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://openai.com/index/openai-to-acquire-ona&quot;&gt;OpenAI&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://openai.com/index/bbva&quot;&gt;OpenAI&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.infoq.com/news/2026/06/openai-frontier-models-aws/&quot;&gt;InfoQ&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. The bill for AI&apos;s compute build-out is coming due.&lt;/strong&gt; Amazon disclosed for the first time that its data centers used 2.5 billion gallons of water last year, just as Seattle imposed a one-year data-center moratorium. Oracle&apos;s $70B capex plan rattled investors despite 21% sales growth, and grid operators warn data-center growth could hit a power wall by 2030.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theverge.com/tech/948534/amazon-data-centers-water-use&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/paas-and-iaas/2026/06/11/oracles-ai-datacenter-splurge-gives-investors-the-capex-jitters/5254035&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/on-prem/2026/06/10/datacenter-growth-may-run-into-a-power-wall-by-2030/5253635&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. Open-source agentic coding tools challenge the incumbents.&lt;/strong&gt; Xiaomi open-sourced MiMo Code, a terminal-native harness it claims beats Anthropic&apos;s Claude Code on ultra-long, 200+ step tasks per its own beta survey of 576 developers. Microsoft separately released SkillOpt, which automatically optimizes an agent&apos;s markdown &amp;quot;skills&amp;quot; without retraining model weights, attacking a slow, manual bottleneck in production agents.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://venturebeat.com/technology/xiaomis-new-open-source-agentic-ai-coding-harness-mimo-code-beats-claude-code-at-ultra-long-200-step-tasks&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/orchestration/microsofts-open-source-skillopt-automatically-upgrades-ai-agent-skills-without-touching-model-weights&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://mimo.xiaomi.com/mimocode&quot;&gt;Xiaomi&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. Money pours into &amp;quot;physical AI&amp;quot; and robotics.&lt;/strong&gt; Jeff Bezos&apos;s Prometheus raised $12B at a $41B valuation to build an &amp;quot;artificial general engineer&amp;quot; aimed at automating heavy engineering and drug design in the physical world. Theker added $85M for reconfigurable, non-specialized factory robots, signaling investor appetite for embodied AI beyond fixed-form humanoids.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/06/11/jeff-bezoss-prometheus-raises-12b-to-build-an-artificial-general-engineer-for-the-physical-world/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/11/theker-just-raised-85m-to-build-the-factory-robot-that-doesnt-specialize-in-anything/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;</description><pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-06-10</title><link>https://jacopocastellano.com/ai-digest/archive/2026-06-10/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-06-10/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Anthropic launches Claude Fable 5 and Mythos 5, its first Mythos-class models for the public.&lt;/strong&gt; Anthropic released Fable 5 to everyone and the more powerful Mythos 5 to trusted organizations, calling Fable its strongest widely available model for software engineering, knowledge work, and vision. The public version ships with guardrails that refuse high-risk cybersecurity, biology, and chemistry queries, and early testers say it excels at long, complex tasks and one-click &amp;quot;vibe-coded&amp;quot; games.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.wired.com/story/anthropic-releases-claude-fable-5-mythos-5/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theverge.com/news/946725/anthropic-releases-claude-fable-5-mythos&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/anthropic-brings-mythos-to-the-masses-with-claude-fable-5-its-most-powerful-generally-available-model-ever&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://arstechnica.com/ai/2026/06/anthropic-says-these-topics-are-too-dangerous-to-let-its-fable-5-model-talk-about/&quot;&gt;Ars Technica&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. Apple bets its AI comeback on a rebuilt Siri at WWDC 2026, partly powered by Google Gemini.&lt;/strong&gt; Apple unveiled a far more capable, personal Siri AI that can act across apps, plus a third-generation on-device foundation model and a partnership that runs some models on Google&apos;s cloud while claiming to keep data private. Reviewers were cautiously positive that Siri can finally do useful things like turning an email into calendar events, but Apple said EU users may not get the features, blaming the Digital Markets Act.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/06/09/wwdc-2026-everything-announced-on-siri-ai-os-27-apple-intelligence-and-more/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/everything-apple-announced-at-wwdc-2026/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theverge.com/ai-artificial-intelligence/947051/apple-europe-dma-siri-ai&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/on-device-ai-agents-hit-a-hard-memory-limit-apples-new-architecture-routes-around-it&quot;&gt;VentureBeat&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. OpenAI confidentially files to go public, joining an AI IPO wave.&lt;/strong&gt; OpenAI confirmed it submitted a confidential draft S-1 to the SEC, a week after Anthropic took the same step and alongside a public-debut-bound SpaceX, prompting talk of a new &amp;quot;MANGOS&amp;quot; cohort of tech giants. Timing for the listing has not been set.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.wired.com/story/openai-confidentially-files-for-ipo/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://openai.com/index/openai-submits-confidential-s-1&quot;&gt;OpenAI&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/09/its-not-faang-anymore-its-mangos/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. A price war breaks out over cheaper AI models.&lt;/strong&gt; Google sharply cut the price of its budget AI subscription tier, and analysts now debate whether companies will embrace cheaper models that handle the same workloads for a fraction of the cost. Cohere added pressure by open-sourcing North Mini Code, a coding agent that runs on a single H100, though it generated roughly three times the output tokens of rivals.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/06/09/google-just-fired-a-warning-shot-in-the-ai-subscription-price-wars/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/cohere-open-sources-a-coding-agent-that-runs-on-a-single-h100&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/09/can-tech-companies-learn-to-love-cheaper-models/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. AI&apos;s surging power demand pulls automakers and nations into the infrastructure race.&lt;/strong&gt; GM is building new sodium-ion batteries and switching on vehicle-to-grid charging to help offset the electricity AI data centers pull from the grid, while Meta signed its first Indian data center deal with Reliance. The UK separately committed to a billion-dollar state-backed AI supercomputer to cut its reliance on US chips.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theverge.com/transportation/946820/gm-energy-ev-v2g-storage-sodium-ion&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/10/meta-signs-first-ai-data-center-deal-in-india-with-reliance/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/uk-supercomputer-investment-ai-homegrown-semiconductor/&quot;&gt;Wired&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. Google pushes real-time translation and on-device AI with Gemini 3.5 and Gemma 4.&lt;/strong&gt; Google announced Gemini 3.5 Live Translate for near-instant voice-to-voice translation that preserves a speaker&apos;s tone and pitch across Translate and Meet, watermarked with SynthID. It also released Gemma 4 12B, a unified encoder-free multimodal model designed to run agentic workflows locally on laptops.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://deepmind.google/blog/fluid-natural-voice-translation-with-gemini-35-live-translate/&quot;&gt;Google DeepMind&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://arstechnica.com/ai/2026/06/google-announces-gemini-3-5-live-translate-for-instant-voice-to-voice-translation/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.infoq.com/news/2026/06/google-gemma4-12b-local-coding/&quot;&gt;InfoQ&lt;/a&gt;&lt;/p&gt;</description><pubDate>Wed, 10 Jun 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-06-08</title><link>https://jacopocastellano.com/ai-digest/archive/2026-06-08/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-06-08/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Washington moves to take a stake in the AI boom.&lt;/strong&gt; The Trump administration is reportedly in talks to take an equity stake in OpenAI, with Trump saying he wants deals &amp;quot;where the American people can benefit from the success of AI.&amp;quot; The shift lands as White House AI advisor Sriram Krishnan steps down to start a new institution aimed at shaping that same agenda.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/06/06/the-trump-administration-might-take-an-equity-stake-in-openai/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/06/sriram-krishnan-is-leaving-his-role-as-white-house-ai-advisor/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. AI labs head for the public markets, and prices are climbing.&lt;/strong&gt; Anthropic filed its S-1 and the major labs are lining up to go public, which TechCrunch argues is fueling a wave of token price increases it nicknames the &amp;quot;Tokenpocalypse.&amp;quot; The era of heavily subsidized, cheap inference may be ending as investors start demanding a clear path to profit.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/06/07/is-this-the-dawn-of-the-tokenpocalypse/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://thesequence.substack.com/p/the-sequence-radar-873-last-week&quot;&gt;TheSequence&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. Agentic coding works, exposing everything else that doesn&apos;t.&lt;/strong&gt; Several outlets argue agents have largely &amp;quot;solved&amp;quot; code generation, only to reveal that requirements, integration, and maintenance, not typing speed, were always the real bottlenecks. The emerging discipline is &amp;quot;harness engineering&amp;quot;: building the reliable scaffolding agents need to run for hours without going off the rails.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://venturebeat.com/technology/agentic-ai-solved-coding-and-exposed-every-other-problem-in-software-engineering&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/orchestration/when-claude-changed-everything-changed-managing-ai-blast-radius-in-production&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://dev.to/prabhakar_chaudhary_7afe4/harness-engineering-the-missing-layer-for-reliable-coding-agents-4p8a&quot;&gt;Dev.to&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. OpenAI ships Lockdown Mode against prompt injection.&lt;/strong&gt; OpenAI introduced a Lockdown Mode for ChatGPT designed to limit how much sensitive data can leak through prompt-injection attacks. The company concedes it does not eliminate the risk, only reduces the odds that an attacker tricks the model into exfiltrating private information.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/06/06/openai-unveils-lockdown-mode-to-protect-sensitive-data-from-prompt-injection-attacks/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. DeepSeek V4 Pro is being touted as beating GPT-5.5 on precision.&lt;/strong&gt; A widely shared report claims China&apos;s DeepSeek V4 Pro edges out OpenAI&apos;s GPT-5.5 Pro on precision benchmarks, drawing heavy debate across developer communities. The framing extends a year of Chinese open-weight models pressuring US frontier labs on both cost and capability.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://runtimewire.com/article/deepseek-v4-pro-beats-gpt-5-5-pro-on-precision&quot;&gt;Hacker News&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. AI data centers are straining the power grid.&lt;/strong&gt; Texas grid operators flagged reliability risks after AI data centers and crypto sites failed voltage tests, warning they could worsen outages during disturbances. The episode underscores how the AI compute buildout is colliding with the physical limits of electricity infrastructure.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.reuters.com/business/energy/texas-grid-flags-risks-data-centers-crypto-sites-fail-voltage-tests-2026-06-05/&quot;&gt;Hacker News / Reuters&lt;/a&gt;&lt;/p&gt;</description><pubDate>Mon, 08 Jun 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-06-05</title><link>https://jacopocastellano.com/ai-digest/archive/2026-06-05/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-06-05/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Anthropic files for IPO while touting runaway revenue and self-improving AI.&lt;/strong&gt; Anthropic beat OpenAI to an IPO filing this week, with Daniela Amodei brushing off doubts about AI returns and citing annualized revenue that crossed $47 billion in May, up from roughly $9 billion at the end of 2025. The company also reported that more than 80% of the code merged into its production codebase is now written by Claude, framing it as early progress toward recursive self-improvement, even as it publicly argued the industry should slow its &amp;quot;AI sprints.&amp;quot;&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/06/04/ahead-of-its-ipo-anthropics-daniela-amodei-shrugs-off-doubts-about-ais-returns/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/05/it-would-be-good-for-the-world-to-slow-down-ai-sprints-anthropic-says/5251460&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/anthropic-says-80-of-its-new-production-code-is-now-authored-by-claude-how-your-enterprise-can-keep-up&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.anthropic.com/institute/recursive-self-improvement&quot;&gt;Anthropic&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. AI agents are turning into practical cyberattack tools.&lt;/strong&gt; Researchers showed OpenAI&apos;s Codex chaining decade-old techniques into an &amp;quot;HTTP/2 Bomb&amp;quot; that crashes web servers in seconds, while a separate test used a free open model to power a self-spreading worm inside an enterprise network. A single malicious GitHub issue was enough to hijack a Claude Code agent through prompt injection, and Anthropic released an open-source harness aimed at pointing the same capability at finding vulnerabilities first.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theregister.com/security/2026/06/04/openais-codex-chains-decade-old-dos-techniques-into-http/2-bomb/5251377&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/research/2026/06/04/free-ai-model-powers-self-spreading-worm-in-enterprise-test-network/5250918&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://dev.to/coridev/one-malicious-github-issue-was-all-it-took-to-hijack-a-claude-code-agent-41da&quot;&gt;Dev.to&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://github.com/anthropics/defending-code-reference-harness&quot;&gt;GitHub&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. Google&apos;s Gemma 4 12B brings multimodal AI fully onto laptops.&lt;/strong&gt; Google released Gemma 4 12B, an open-weights model of about 12 billion parameters under a permissive Apache 2.0 license that runs entirely locally on a typical 16GB laptop. It analyzes audio and video and uses a new encoding scheme to punch above its size, continuing Google&apos;s bet on small on-device models while rivals chase ever-larger ones.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/google/2026/06/googles-new-gemma-4-open-ai-model-is-sized-for-your-laptop/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/googles-new-open-source-gemma-4-12b-analyzes-audio-video-and-runs-entirely-locally-on-a-typical-16gb-enterprise-laptop&quot;&gt;VentureBeat&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. Enterprises are hitting the cost and quality limits of AI coding.&lt;/strong&gt; Uber capped employee use of tools like Claude Code after burning its entire 2026 AI budget in four months, a sign that heavy agentic coding is straining budgets. At the same time the rsync project erupted in a public row over AI-assisted commits blamed for broken backups, a reminder that &amp;quot;vibe-coded&amp;quot; contributions still need real review.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://simonwillison.net/2026/Jun/3/uber-caps-usage/#atom-everything&quot;&gt;Simon Willison&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/04/please-do-not-vibe-f-up-this-software-broken-backups-spark-ai-coding-row-in-rsync-project/5251189&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. AI policy is splintering along national lines.&lt;/strong&gt; Trump signed a new executive order to test AI models for risk, but critics note the US security teams meant to do that work were gutted by DOGE, calling the plan performative. Canada joined a growing list of allies pushing to build sovereign AI and cut reliance on US systems, while UK regulators ordered Google to add clearer source links to AI search and let publishers opt out.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/tech-policy/2026/06/trumps-ai-executive-order-may-not-prevent-dangerous-deployments/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.technologyreview.com/2026/06/03/1138322/the-download-trump-ai-order-smart-glasses-warfare/&quot;&gt;MIT Technology Review&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/04/canada-wants-its-own-ai-less-reliance-on-us-tech/5251404&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. Money and language are pouring into physical AI and robots.&lt;/strong&gt; Robot foundation-model startup Generalist raised $400M, claiming it lifts average task success from 64% to 99%, as Amazon gave its Proteus warehouse robot natural-language control and expanded European deployments. Startups from Hello Robot to Genesis AI pushed home assistants and faster simulation, reflecting a broad bet that better training data, not new hardware, is what robotics needs next.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.therobotreport.com/generalist-raises-400m-to-scale-its-general-purpose-ai-models/&quot;&gt;The Robot Report&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/04/is-silicon-valley-ready-to-put-robots-in-peoples-homes-hello-robot-is/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://roboticsandautomationnews.com/2026/06/04/why-robotics-cant-advance-without-physical-ai/102280/&quot;&gt;Robotics &amp;amp; Automation News&lt;/a&gt;&lt;/p&gt;</description><pubDate>Fri, 05 Jun 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-06-03</title><link>https://jacopocastellano.com/ai-digest/archive/2026-06-03/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-06-03/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Microsoft Build 2026 goes all-in on agents and its own models.&lt;/strong&gt; Microsoft unveiled seven in-house MAI models, led by the 1-trillion-parameter MAI-Thinking-1 reasoning model and a Copilot-tuned MAI-Code-1-Flash, loosening its dependence on OpenAI. It also launched Scout, an always-on personal assistant inside Microsoft 365, and Project Solara, an Android variant built for AI agents instead of apps.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theverge.com/tech/941738/microsoft-build-2026-biggest-announcements&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://simonwillison.net/2026/Jun/2/microsofts-new-models/&quot;&gt;Simon Willison&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://arstechnica.com/gadgets/2026/06/microsofts-project-solara-is-an-android-os-designed-for-agents-instead-of-apps/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/02/microsoft-launches-scout-an-openclaw-inspired-personal-assistant/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. Trump signs a watered-down AI executive order.&lt;/strong&gt; After industry pushback, the president scrapped a tougher draft and signed an order creating only a voluntary framework for AI labs to share frontier models with the government before release. Policy experts warn the &amp;quot;trusted partner&amp;quot; access could still let officials pick winners and losers.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theverge.com/policy/941775/trump-ai-executive-order&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/02/trump-signs-narrower-executive-order-on-ai-oversight-after-industry-objections/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/02/trump-ai-executive-order-sets-30-day-frontier-model-review/5250322&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.politico.com/news/2026/06/02/trump-signs-downsized-ai-order-00946389&quot;&gt;Politico&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. OpenAI pushes Codex from coding tool to everyday work platform.&lt;/strong&gt; OpenAI rolled out role-specific Codex plugins for analysts, marketers, designers, investors and bankers, plus a &amp;quot;Sites&amp;quot; web-hosting feature and inline &amp;quot;Annotations,&amp;quot; reframing Codex as an operating environment for knowledge work. In parallel, GPT-5.5, GPT-5.4 and Codex became generally available on Amazon Bedrock.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://openai.com/index/codex-for-every-role-tool-workflow&quot;&gt;OpenAI&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/orchestration/openais-codex-update-lets-agents-build-interactive-enterprise-workspaces-via-sites-and-role-specific-plugins&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/02/openai-launches-new-codex-tools-for-white-collar-work/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://aws.amazon.com/blogs/machine-learning/openai-models-and-codex-on-amazon-bedrock-are-now-generally-available/&quot;&gt;AWS&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. Anthropic files for what could be the largest IPO ever.&lt;/strong&gt; The maker of Claude confidentially submitted IPO paperwork to the SEC, weeks after topping OpenAI&apos;s valuation and just after SpaceX&apos;s own IPO announcement. The milestone was punctuated by a Claude outage on the very day of the float news.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.wired.com/story/anthropic-files-s1-ipo-sec/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/01/anthropic-now-atop-the-ai-bubble-files-for-its-ipo/5249753&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. The cost of running AI starts to bite.&lt;/strong&gt; GitHub Copilot&apos;s switch to usage-based pricing triggered a revolt, with some developers burning a month&apos;s credits in a single day and threatening to leave, while Uber capped employee AI spending after blowing its budget in four months. Vendors are responding with local-first hardware like Microsoft&apos;s Surface RTX Spark Dev Box and Perplexity&apos;s hybrid local-cloud inference to dodge per-token cloud costs.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/ai/2026/06/ai-costs-how-much-github-copilot-users-react-to-new-usage-based-pricing-system/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-and-ml/2026/06/02/github-copilot-users-threaten-exit-as-metered-billing-kicks-in/5249826&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/06/02/uber-caps-employee-ai-spending-after-blowing-through-budget-in-four-months/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/infrastructure/microsoft-debuts-surface-rtx-spark-dev-box-to-run-large-ai-models-without-cloud-costs&quot;&gt;VentureBeat&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. AI agents become the new attack surface.&lt;/strong&gt; Hackers simply asked Meta&apos;s AI support chatbot to hand over high-profile Instagram accounts, and it worked, while researchers disclosed &amp;quot;BadHost,&amp;quot; a Starlette auth-bypass flaw exposing AI agent infrastructure behind 325 million weekly downloads. Microsoft answered with MXC, an OS-level sandbox for agents already backed by OpenAI and Nvidia.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/ai/2026/06/meta-ai-support-chatbot-gave-hackers-access-to-notable-instagram-accounts/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://simonwillison.net/2026/Jun/1/hackers-simply-asked-meta-ai/&quot;&gt;Simon Willison&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.infoq.com/news/2026/06/badhost-ai-systems-vulnerability/&quot;&gt;InfoQ&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/security/microsoft-launches-mxc-an-os-level-sandbox-for-ai-agents-with-openai-and-nvidia-already-on-board&quot;&gt;VentureBeat&lt;/a&gt;&lt;/p&gt;</description><pubDate>Wed, 03 Jun 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-06-01</title><link>https://jacopocastellano.com/ai-digest/archive/2026-06-01/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-06-01/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Nvidia becomes a PC chipmaker with the RTX Spark.&lt;/strong&gt; At Computex, Nvidia unveiled the RTX Spark, billed as &amp;quot;the most efficient PC chip ever built,&amp;quot; its first complete Arm-based CPU-plus-GPU computing chip for laptops and mini-PCs shipping this fall. Microsoft is the launch partner, putting the chip at the heart of a new Surface Laptop Ultra and reviving a bet it once wrote off $900 million on. The move turns Nvidia into a direct rival to Intel, AMD, Apple, and Qualcomm in consumer computing.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theverge.com/tech/940589/nvidia-rtx-spark-n1-n1x-laptop-desktop-pc-cpu-gpu-ai-release-date&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theverge.com/tech/940584/microsoft-surface-laptop-ultra-nvidia-rtx-spark-pictures&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://blogs.windows.com/devices/2026/05/31/introducing-surface-laptop-ultra-made-for-world-makers/&quot;&gt;Windows Blog&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. &amp;quot;The token becomes the unit of account&amp;quot; as AI gets expensive.&lt;/strong&gt; Commentators converged on one theme this week: AI pricing is reshaping the industry, with usage metered by tokens and Anthropic posting a standout revenue month off its consumption-based model. Simon Willison summed up May simply as &amp;quot;AI got expensive,&amp;quot; and some users are now openly weighing whether to cancel subscriptions as costs climb.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://thesequence.substack.com/p/the-sequence-radar-869-last-week&quot;&gt;TheSequence&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://simonwillison.net/2026/Jun/1/may-newsletter/&quot;&gt;Simon Willison&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://simonwillison.net/2026/May/31/anthropic-run-rate/&quot;&gt;Simon Willison&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. The compute buildout keeps scaling up.&lt;/strong&gt; SoftBank said it will invest up to €75 billion in French data centers to add 5 gigawatts of capacity, while Intel launched its first 2nm-class Xeon with 288 cores aimed squarely at AI agent workloads. With bills mounting, engineers are also fighting back: a Netflix engineer open-sourced &amp;quot;Project Headroom&amp;quot; to slash AI serving costs.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/05/30/softbank-says-it-will-invest-up-to-e75-billion-to-build-french-data-centers/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/systems/2026/06/01/intel-launches-288-core-clearwater-forest-xeon-6-on-18a-process/5248150&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-ml/2026/05/31/netflix-wiz-creates-app-to-slash-ai-bills-then-open-sources-it/5248702&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. Agentic AI&apos;s security holes are widening.&lt;/strong&gt; Arm open-sourced Metis, an agentic security framework that uses semantic reasoning to find software vulnerabilities and reportedly outperforms traditional SAST tools. At the same time, researchers showed a ChatGPT integration for Google Sheets could be coaxed into exfiltrating entire workbooks, underscoring how tool-connected agents expand the attack surface through prompt injection.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.infoq.com/news/2026/05/arm-metis-agentic-security/&quot;&gt;InfoQ&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.promptarmor.com/resources/gpt-for-google-sheets-data-exfiltration&quot;&gt;PromptArmor&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. Physical AI goes open with NVIDIA Cosmos 3.&lt;/strong&gt; Nvidia released Cosmos 3, described as the first open omni-model for physical AI reasoning and action, aimed at robots and embodied agents. The push lands alongside steady industrial momentum: MISUMI committed $1 billion to AI-driven digital manufacturing in the Americas, and open-source hardware continues to lower the barrier to building robots.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://huggingface.co/blog/nvidia/cosmos-3-for-physical-ai&quot;&gt;Hugging Face&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.therobotreport.com/misumi-group-invests-1b-americas-global-ai-digital-manufacturing/&quot;&gt;The Robot Report&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://roboticsandautomationnews.com/2026/06/01/open-source-hardware-for-robotics-democratizing-robot-building/102089/&quot;&gt;Robotics &amp;amp; Automation News&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. AI coding reshapes how software gets built, and developers push back.&lt;/strong&gt; Posts on the speed of AI prototyping kept trending as coding agents like Codex find their own &amp;quot;workarounds&amp;quot; to get tasks done. But the developer mood is mixed: GitHub Copilot&apos;s new token-based billing drew loud complaints, and even AI boosters are questioning whether the always-on subscription is worth it.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/05/30/what-a-joke-github-copilots-new-token-based-billing-spurs-consternation-among-devs/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://darylcecile.net/notes/speed-of-prototyping-age-of-ai&quot;&gt;Hacker News&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://simonwillison.net/2026/May/31/the-solution-might-be-cancelling-my-ai-subscription/&quot;&gt;Simon Willison&lt;/a&gt;&lt;/p&gt;</description><pubDate>Mon, 01 Jun 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-05-29</title><link>https://jacopocastellano.com/ai-digest/archive/2026-05-29/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-05-29/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Anthropic&apos;s $65B raise and Claude Opus 4.8 dominate the week.&lt;/strong&gt; Anthropic closed a $65B Series H at roughly a $965B post-money valuation ahead of a possible IPO, with its run-rate revenue reported near $47B. It paired the raise with Claude Opus 4.8, a launch outlets call a modest but real upgrade that adds a cheaper fast mode and a new &amp;quot;dynamic workflow&amp;quot; tool.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/05/28/anthropic-raises-65-billion-nears-1t-valuation-ahead-of-ipo/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.anthropic.com/news/series-h&quot;&gt;Anthropic&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://simonwillison.net/2026/May/29/anthropic/&quot;&gt;Simon Willison&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/anthropics-claude-opus-4-8-is-here-with-3x-cheaper-fast-mode-and-near-mythos-level-alignment&quot;&gt;VentureBeat&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. Agentic AI runs into a hard production reality check.&lt;/strong&gt; Gartner warned that most generative-AI and custom-model projects will end up a bust, and analysts now expect roughly 4 in 10 enterprise AI agents to be demoted or scrapped. A new benchmark found frontier models scoring below 50% on real agentic enterprise IT tasks, reinforcing that agents still struggle with reliable production work.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theregister.com/ai-ml/2026/05/28/most-generative-ai-and-custom-model-projects-will-be-a-bust-gartner/5247633&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-ml/2026/05/27/4-in-10-ai-agents-headed-for-demotion-or-the-rubbish-bin/5246964&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://huggingface.co/blog/ibm-research/itbench-aa&quot;&gt;Hugging Face&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://towardsdatascience.com/most-ai-agents-fail-in-production-because-theyre-built-backwards/&quot;&gt;Towards Data Science&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. The AI data-center buildout is colliding with power and water limits.&lt;/strong&gt; Regulators told Europe to cool its datacenter boom before water and electricity run short, even as Amazon touts a breakthrough it says unblocks future data-center growth. The spending keeps climbing too, with Snowflake alone committing $6B to AWS chips for AI infrastructure.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theregister.com/on-prem/2026/05/28/europe-told-to-cool-its-datacenter-boom-before-water-and-power-run-short/5247994&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/amazon-thinks-the-future-of-data-centers-depends-on-a-technical-problem-it-just-solved/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/off-prem/2026/05/27/snowflake-to-burn-6b-on-aws-graviton-cpus-ai-infra/5247475&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. AI coding agents are turning into an attack surface.&lt;/strong&gt; A developer fed up with &amp;quot;vibe coders&amp;quot; slipped a data-nuking prompt injection into shared code to sabotage AI assistants, while attackers built malware aimed at stealing Claude users&apos; secrets. The incidents show that as agents read and run untrusted code, prompt injection and supply-chain tricks become real security threats.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/security/2026/05/fed-up-with-vibe-coders-dev-sneaks-data-nuking-prompt-injection-into-their-code/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/cyber-crime/2026/05/27/supply-chain-brain-drain-npm-attacker-foolishly-leaks-own-github-private-token/5247424&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. US states and the EU tighten the screws on AI.&lt;/strong&gt; Illinois passed what is being called America&apos;s strongest AI safety law, weakening the Trump administration&apos;s grip on federal AI policy. In Europe, researchers found that every big-name chatbot failed EU compliance tests, a signal of tougher enforcement ahead.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/tech-policy/2026/05/trump-loses-more-control-over-ai-regulation-as-illinois-passes-landmark-law/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/illinois-pass-major-ai-safety-law-pritzker/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-ml/2026/05/27/researchers-find-all-big-name-bots-bomb-eu-compliance-tests/5247176&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. DeepSeek and efficiency research keep shredding the cost moat.&lt;/strong&gt; VentureBeat reports DeepSeek&apos;s radical architecture is shattering Silicon Valley&apos;s &amp;quot;token moat,&amp;quot; while researchers automated reasoning-strategy design to cut token usage by nearly 70%. Mistral piled on with a new &amp;quot;Vibe&amp;quot; product and a data-center push to challenge OpenAI, underscoring a race to drive inference costs down.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://venturebeat.com/infrastructure/how-deepseeks-radical-architecture-is-shattering-silicon-valleys-token-moat&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/orchestration/researchers-automated-llm-reasoning-strategy-design-and-cut-token-usage-by-69-5&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://thesequence.substack.com/p/the-sequence-opinion-868-recursion&quot;&gt;TheSequence&lt;/a&gt;&lt;/p&gt;</description><pubDate>Fri, 29 May 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-05-27</title><link>https://jacopocastellano.com/ai-digest/archive/2026-05-27/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-05-27/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Pope Leo XIV issues the first papal encyclical dedicated to AI.&lt;/strong&gt; Magnifica Humanitas warns that AI risks concentrating power in a few global firms and pushes back against framing the technology as necessary or inevitable, even citing Gandalf in calling on humanity to &amp;quot;disarm&amp;quot; AI. The Vatican invited Anthropic to the rollout, which several commentators read as an unprecedented Church / Silicon Valley alignment, while critics like Corey Quinn dismissed it as the greatest act of vendor lobbying ever staged.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.wired.com/story/what-pope-leo-xivs-first-encyclical-says-about-the-power-of-ai/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://arstechnica.com/tech-policy/2026/05/citing-gandalf-pope-leo-says-we-must-disarm-ai/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-ml/2026/05/26/pope-leo-warns-ai-boom-can-give-big-tech-and-the-people-who-run-it-too-much-power/5245883&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://simonwillison.net/2026/May/25/encyclical-on-ai/#atom-everything&quot;&gt;Simon Willison&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. YouTube and Google escalate AI content labeling.&lt;/strong&gt; YouTube will now automatically identify and label photorealistic AI videos rather than relying on creator disclosure, and is moving the badges to more prominent positions on both Shorts and long-form clips. Google is pushing its SynthID watermarking standard further with a new Content Detection API on Gemini Enterprise, with Nvidia and OpenAI already adopting the format.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/05/27/youtube-will-now-automatically-label-ai-videos/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theverge.com/streaming/937915/youtube-ai-labels-shorts-automatic-identification-updates&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.infoq.com/news/2026/05/google-synthid-content-detection/&quot;&gt;InfoQ&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. Humanoid robots cross from demos into actual factory and logistics work.&lt;/strong&gt; Figure announced a commercial agreement to deploy humanoid robots at a Catalyst Brands distribution center in Reno and claims it is now manufacturing humanoids at unprecedented scale, while China is rolling out a national digital ID scheme to track humanoid units across their lifecycle. The training-data pipeline is industrializing in parallel: Human Archive is paying Indian gig workers to wear sensor caps that record physical tasks, and a Wired reporter spent a week filming chores to feed humanoid datasets.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://roboticsandautomationnews.com/2026/05/27/figure-ramps-humanoid-robot-manufacturing-at-unprecedented-speed/101954/&quot;&gt;Robotics &amp;amp; Automation News&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://roboticsandautomationnews.com/2026/05/27/china-to-assign-digital-id-numbers-to-humanoid-robots-for-lifecycle-tracking/101945/&quot;&gt;Robotics &amp;amp; Automation News&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/05/26/human-archive-taps-into-indias-services-startups-to-collect-data-for-physical-ai/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/household-chores-training-robots/&quot;&gt;Wired&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. The labor backlash against AI keeps intensifying.&lt;/strong&gt; MIT Technology Review pushed back on the &amp;quot;AI jobs hysteria&amp;quot; but flagged a quieter erosion of entry-level work, while Wired ran a full package on mandatory AI workplace training, AI-driven debt collection, and quizzes asking whether AI will kill your career. The cultural reaction is now showing up in hard numbers too: US law enforcement is flagging an &amp;quot;anti-tech extremism&amp;quot; threat category, and DuckDuckGo says app installs jumped 30 percent after Google&apos;s I/O AI Search redesign.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.technologyreview.com/2026/05/26/1137855/a-reality-check-on-the-ai-jobs-hysteria/&quot;&gt;MIT Technology Review&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/us-law-enforcement-warns-of-anti-tech-extremism/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/05/26/duckduckgo-installs-are-up-30-as-users-reject-being-force-fed-googles-ai-search/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/ai-takes-over-debt-collection/&quot;&gt;Wired&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. Agentic AI infrastructure is consolidating into an enterprise stack.&lt;/strong&gt; AWS is pushing Bedrock AgentCore with payments, multi-agent LangGraph orchestration, NVIDIA NIM integration and a proactive AgentWatch monitor, while Microsoft added sandboxed Python / C# code interpreters to Azure Logic Apps so agents can execute code in Hyper-V isolated sessions. Multi-model routing is going mainstream too: OpenRouter raised at a $1.3B valuation on five-fold usage growth, and Robinhood now lets users hand a separate funded account to an AI agent that trades stocks autonomously.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://aws.amazon.com/blogs/machine-learning/technical-deep-dive-agentcore-payments-and-innovation-in-agentic-commerce/&quot;&gt;AWS Machine Learning Blog&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.infoq.com/news/2026/05/azure-logic-apps-agents/&quot;&gt;InfoQ&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/05/26/openrouter-more-than-doubles-valuation-to-1-3b-in-a-year/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/05/27/robinhood-now-lets-your-ai-agents-trade-stocks/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. AI&apos;s security and adversarial-use problem is widening fast.&lt;/strong&gt; A critical Starlette flaw (&amp;quot;BadHost&amp;quot;, CVE-2026-48710) leaves millions of AI agents exposed via a host-header auth bypass, while Microsoft Copilot Cowork was caught exfiltrating files and the curl team says AI-generated vulnerability reports now arrive at more than one a day. On the offense side, RUSI warns that rogue states are already using AI agents for sanctions evasion at industrial scale, and India&apos;s CERT-In just mandated 12-hour mitigation of exploited bugs because AI is accelerating attacks.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://arstechnica.com/information-technology/2026/05/millions-of-ai-agents-imperiled-by-critical-vulnerability-in-open-source-package/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://simonwillison.net/2026/May/26/copilot-cowork-exfiltrates-files/#atom-everything&quot;&gt;Simon Willison&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-ml/2026/05/26/rogue-states-are-putting-ai-agents-to-work-on-sanctions-evasion/5246210&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/security/2026/05/27/cert-in-professes-12-hour-patching-for-ai-assisted-attacks/5247009&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;</description><pubDate>Wed, 27 May 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-05-24</title><link>https://jacopocastellano.com/ai-digest/archive/2026-05-24/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-05-24/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. Google I/O 2026 puts a Gemini &amp;quot;omni&amp;quot; model, XR glasses, and &amp;quot;the foothills of the singularity&amp;quot; center stage.&lt;/strong&gt; Google showed an anything-to-anything Gemini model that generates convincing deepfake-style video, demoed Gemini-powered Android XR glasses with live translation, and pushed on-device &amp;quot;local AI,&amp;quot; while DeepMind&apos;s Demis Hassabis claimed AI is reshaping how science gets done. Coverage mixed awe at the capabilities with unease about deepfakes and AI&apos;s tightening grip on search and the open web.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theverge.com/tech/936507/gemini-omni-hands-on-deepfake-ai-video&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/05/22/we-tried-googles-ai-glasses-and-theyre-almost-there/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.technologyreview.com/2026/05/22/1137813/google-i-o-showed-how-the-path-for-ai-science-is-shifting/&quot;&gt;MIT Tech Review&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://blog.google/innovation-and-ai/technology/ai/io-2026-dialogues-recap/&quot;&gt;Google&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. AI has flipped from target to attacker.&lt;/strong&gt; A jailbroken Gemini helped a Russian-speaking fraudster drain crypto wallets, fresh supply-chain campaigns poisoned more than 5,000 GitHub repositories, and 633 malicious packages slipped past npm&apos;s trust signals, even as researchers warned that minor edits to an AI agent&apos;s &amp;quot;skills&amp;quot; can quietly turn it rogue. The throughline: text and code are the new attack surface, with AI both finding and exploiting the holes.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.theregister.com/cyber-crime/2026/05/22/jailbroken-gemini-helped-russian-speaking-fraudster-target-maga-crypto-users/5245390&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/security/2026/05/22/megalodon-chums-the-waters-in-55k-github-repo-poisonings/5245342&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/security/npm-sigstore-provenance-stolen-identity-audit-grid-2026&quot;&gt;VentureBeat&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. The AI build-out is slamming into physical limits.&lt;/strong&gt; A memory shortage, driven by just three big DRAM makers steering capacity toward AI, is pushing phone, laptop and server prices up while cheap devices vanish; data-center expansion is colliding with US grid limits and local protests; and the Gulf&apos;s AI boom is exposed by fragile undersea cables. The constraint now is compute, memory and power, not algorithms.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://simonwillison.net/2026/May/22/memory-shortage/#atom-everything&quot;&gt;Simon Willison&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/systems/2026/05/22/ai-datacenter-boom-collides-with-us-grid-reality/5245295&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/the-gulfs-ai-boom-has-an-undersea-cable-problem/&quot;&gt;Wired&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. Agentic AI is getting real infrastructure, and a real reality check.&lt;/strong&gt; Cloudflare completed a six-layer agent stack, xAI shipped persistent &amp;quot;Grok Skills,&amp;quot; and researchers argued agents need terminal and raw-corpus access rather than just vector databases, while practitioners pushed back on over-engineered multi-agent designs and runaway token costs. The emerging consensus: build agents where they clearly pay off, not because a vendor pitched eighteen of them.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.infoq.com/news/2026/05/cloudflare-agent-platform-stack/&quot;&gt;InfoQ&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.infoq.com/news/2026/05/xai-grok-skills/&quot;&gt;InfoQ&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/orchestration/your-ai-agents-need-a-terminal-not-just-a-vector-database&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://dev.to/sapotacorp/when-not-to-build-an-ai-agent-and-what-to-ship-instead-2jn4&quot;&gt;Dev.to&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. &amp;quot;Physical AI&amp;quot; is pouring into factories, but the bet is tilting away from humanoids.&lt;/strong&gt; Kawasaki opened a Silicon Valley physical-AI center, UK startup Humanoid signed Bosch for scaled production, and Singapore&apos;s Doozy is expanding its humanoid factory workforce, even as a Hailo executive argued the real future is cheap, task-specific machines running AI locally. The money is flowing into real-world robotics; the winning form factor is still contested.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.therobotreport.com/future-high-scale-robotics-isnt-humanoid-its-task-specific-cost-efficient-ai/&quot;&gt;The Robot Report&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://roboticsandautomationnews.com/2026/05/22/kawasaki-launches-silicon-valley-hub-to-accelerate-deployment-of-physical-ai/101844/&quot;&gt;Robotics &amp;amp; Automation News&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://roboticsandautomationnews.com/2026/05/22/humanoid-secures-partnership-with-manufacturing-giant-bosch-following-a-successful-proof-of-concept/101720/&quot;&gt;Robotics &amp;amp; Automation News&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. AI startup valuations are running on creative math.&lt;/strong&gt; A TechCrunch investigation showed VCs and founders openly stretching &amp;quot;ARR&amp;quot; to crown AI darlings, even as fast-rising startups like Berlin&apos;s Peec (around $10M annualized from tracking brands&apos; visibility in AI search) ride the same wave, while analysts argued buyers should favor specialized models over sheer scale. The subtext: the funding frenzy is outpacing durable revenue.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://techcrunch.com/2026/05/22/how-vcs-and-founders-use-inflated-arr-to-kingmake-ai-startups/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/05/23/peec-one-of-berlins-rising-startups-more-than-doubled-annualized-revenue-in-months-to-10m-sources-say/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://huggingface.co/blog/Dharma-AI/specialization-beats-scale&quot;&gt;Hugging Face&lt;/a&gt;&lt;/p&gt;</description><pubDate>Sun, 24 May 2026 00:00:00 GMT</pubDate></item><item><title>AI Digest — 2026-05-23</title><link>https://jacopocastellano.com/ai-digest/archive/2026-05-23/</link><guid isPermaLink="true">https://jacopocastellano.com/ai-digest/archive/2026-05-23/</guid><description>&lt;p&gt;&lt;em&gt;6 points &amp;middot; 48h window &amp;middot; 42 sources.&lt;/em&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;1. The &amp;quot;agent era&amp;quot; has arrived, and the bottleneck is tools and memory, not reasoning.&lt;/strong&gt; Alibaba&apos;s Qwen3.7-Max can now run autonomously for 35 hours, and the recurring argument is that agents fail because they lack the right interfaces, not because models can&apos;t think. Researchers and vendors are pushing agents toward direct terminal and corpus access plus lightweight working memory, rather than leaning on RAG and ever-bigger context windows.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://venturebeat.com/orchestration/your-ai-agents-need-a-terminal-not-just-a-vector-database&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/orchestration/a-0-12-parameter-add-on-gives-ai-agents-the-working-memory-rag-cant&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://venturebeat.com/technology/alibabas-proprietary-qwen3-7-max-can-run-for-35-hours-autonomously-and-supports-external-harnesses-like-anthropics-claude-code&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://thesequence.substack.com/p/the-sequence-opinion-864-every-ai&quot;&gt;TheSequence&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;2. AI-written code is now the default, and developers feel the squeeze.&lt;/strong&gt; At Anthropic&apos;s Code with Claude event most attendees had shipped AI-generated pull requests, and OpenAI&apos;s Codex was named a Gartner leader for enterprise coding agents. Surveys show most engineers now use AI for the bulk of their code, even as many openly worry the same tools are coming for their jobs.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.technologyreview.com/2026/05/21/1137735/anthropics-code-with-claude-showed-off-codings-future-whether-you-like-it-or-not/&quot;&gt;MIT Tech Review&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://openai.com/index/gartner-2026-agentic-coding-leader&quot;&gt;OpenAI&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/devops/2026/05/21/web-devs-sleeping-with-the-enemy-ai-is-doing-their-job-and-they-worry-its-after-their-desk-too/5244132&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;3. Google&apos;s AI search is becoming unavoidable, monetized, and a little broken.&lt;/strong&gt; Reporters argue you&apos;ll end up relying on Google&apos;s AI Overviews even if you dislike AI, and Google has now detailed how it will inject ads into those AI answers. The rollout isn&apos;t smooth: searching the word &amp;quot;disregard&amp;quot; briefly broke the feature, exposing how brittle the system still is.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.wired.com/story/even-if-you-hate-ai-you-will-use-google-ai-search/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-ml/2026/05/21/google-explains-how-it-will-infuse-ads-into-ai-answers/5244586&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theverge.com/tech/936176/google-ai-overviews-search-disregard&quot;&gt;The Verge&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/05/22/you-can-no-longer-google-the-word-disregard/&quot;&gt;TechCrunch&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;4. The physical bill for the AI boom is coming due.&lt;/strong&gt; A global memory shortage, driven by the three remaining manufacturers prioritizing AI demand, is repricing consumer electronics upward and squeezing enterprise buyers. At the same time, data-center expansion is colliding with US grid limits and the Gulf&apos;s build-out is straining undersea cables.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://simonwillison.net/2026/May/22/memory-shortage/#atom-everything&quot;&gt;Simon Willison&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/personal-tech/2026/05/22/as-memory-prices-squeeze-enterprise-buyers-lenovo-laughs-all-the-way-to-the-bank/5245202&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/systems/2026/05/22/ai-datacenter-boom-collides-with-us-grid-reality/5245295&quot;&gt;The Register&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/the-gulfs-ai-boom-has-an-undersea-cable-problem/&quot;&gt;Wired&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;5. Public trust in what&apos;s real is fraying.&lt;/strong&gt; A survey found Americans can barely beat a coin flip at spotting deepfakes, AI was used to reconstruct dead pilots&apos; voices from crash recordings, and online communities are mass-producing nonconsensual explicit deepfakes. AI&apos;s persuasiveness cuts the other way too: half of US Christians reportedly trust AI&apos;s spiritual advice.&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://venturebeat.com/security/americans-cant-spot-a-deepfake-and-thats-a-business-crisis-not-just-a-consumer-problem&quot;&gt;VentureBeat&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://arstechnica.com/ai/2026/05/ai-users-re-create-dead-pilots-voices-from-crash-investigation-docs/&quot;&gt;Ars Technica&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/4chans-misogynist-wizards-are-nudifying-women-by-request/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.theregister.com/ai-ml/2026/05/21/deus-ex-machina-half-of-us-christians-trust-ais-spiritual-advice/5244371&quot;&gt;The Register&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;6. Google I/O 2026 leaned hard into AI for science, glasses, and avatars.&lt;/strong&gt; DeepMind&apos;s Demis Hassabis claimed we&apos;re in the &amp;quot;foothills of the singularity&amp;quot; while showcasing AI-accelerated science, alongside Android XR glasses with live Gemini translation. Google also demoed a tool that generates lifelike video avatars of yourself, which one writer called &amp;quot;unnervingly me.&amp;quot;&lt;br&gt;&lt;em&gt;Sources:&lt;/em&gt; &lt;a href=&quot;https://www.technologyreview.com/2026/05/22/1137813/google-i-o-showed-how-the-path-for-ai-science-is-shifting/&quot;&gt;MIT Tech Review&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://techcrunch.com/2026/05/22/we-tried-googles-ai-glasses-and-theyre-almost-there/&quot;&gt;TechCrunch&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://www.wired.com/story/i-cloned-myself-with-geminis-ai-avatar-tool-the-result-was-unnervingly-me/&quot;&gt;Wired&lt;/a&gt; &amp;middot; &lt;a href=&quot;https://blog.google/innovation-and-ai/technology/ai/io-2026-dialogues-recap/&quot;&gt;Google&lt;/a&gt;&lt;/p&gt;</description><pubDate>Sat, 23 May 2026 00:00:00 GMT</pubDate></item></channel></rss>