JS Wei (Jack) Sun

Google gates Carbon to 650, Anthropic opens Claude to NSF, AA v5 goes private

Every URL the pipeline pulled into ranking for this issue — primary sources plus the supporting and contradicting findings each Researcher returned. Inline citations in the issue point back here.

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Sources

Gemini 4 Carbon: Our next frontier model deepmind.google

Google launches Gemini 4 Carbon with a ‘significant leap’ in cybersecurity theverge.com

Google has released its latest frontier model, Gemini 4 Carbon, offering “significant gains” in coding, agentic tasks, and cybersecurity. In an announcement on Wednesday, Google highlights Carbon’s top spot on the Artificial Analysis Intelligence Index (v5.0) benchmark, with Claude Opus 5.5 and GPT-6 Astra trailing behind. The new Gemini 4 Carbon model offers improvements over […]

Google announces Gemini 4 Carbon, its latest frontier AI model that you can’t use arstechnica.com

Gemini 4 Carbon is essentially a slightly better version of Argon.

(AINews) Gemini 4 Carbon tops leaderboards, launches for cyber defenders latent.space

Google’s new frontier model leads independent evals, with access initially limited to trusted defenders.

AI for Science expands to foundations and research institutions anthropic.com

Artificial Analysis v5 and the benchmarker’s dilemma interconnects.ai

A sort of review of the benchmarking industry and what’s missing.

Microsoft hits 10 quarters of record-breaking revenue in a row techcrunch.com

Microsoft’s fiscal Q1 marked its 10th straight record quarter, with revenue up 19% year-over-year. Azure’s standalone number was disclosed for the first time at $33.2 billion, narrowing the gap to AWS, while commercial deals with OpenAI contributed $10 billion.

Microsoft just shared Azure’s actual revenue in dollars: $33.2 billion techcrunch.com

Microsoft has never disclosed Azure’s quarterly revenue in dollars. But for the first time, we can see just how close it is getting to besting the biggest competitor in the market, AWS.

Microsoft recorded $10 billion in revenue from OpenAI techcrunch.com

Microsoft said it made $10 billion in revenue from commercial arrangements with OpenAI, including revenue-sharing payments, in the quarter ending September 30. It underscores the still-enormous financial dependency of the partnership.

Why Agents Love Supabase latent.space

Paul Copplestone and Ant Wilson sit down with Latent Space to explain why coding agents gravitate to Supabase, framing Postgres-plus-auth-plus-storage as the primitive that lets LLM-generated apps spin up without bespoke infrastructure glue.

(AINews) Anthropic ends Coding Interviews: “Hunger beats tenure” latent.space

Anthropic is scrapping live coding screens from its hiring loop, arguing that with coding largely solved by models, raw drive matters more than algorithmic chops. The shift reframes what engineering interviews should test in an agent-heavy workflow.

OpenAI and ServiceNow expand partnership across enterprise workflows openai.com

The expanded deal pushes OpenAI models and agents into ServiceNow workflows while surfacing ServiceNow actions inside ChatGPT and Codex. The two-way integration targets enterprise ops teams that already run ITSM and HR processes on ServiceNow.

Anthropic just launched tools to show companies what their AI spending is buying techcrunch.com

The new admin tools break down token consumption by team, workload and model, giving customers visibility into Claude usage ahead of Anthropic’s planned IPO. The transparency play targets CFOs scrutinizing fast-growing AI line items.

Voice AI in vogue: Nvidia releases new open transcription model techcrunch.com

The free Parakeet-class release handles batch transcription across 40 languages, a boost for meeting notes and medical scribe tools. It skips streaming, leaving live-audio use cases to ElevenLabs and other real-time rivals.

As AI agents reshape the web, Google opens Gemini and Search to more apps techcrunch.com

The platform lets businesses plug their services directly into Google’s AI surfaces, so Gemini and Search can invoke external apps during user queries. Discovery shifts from blue links toward agent-mediated handoffs across the web.

The ‘Vulnpocalypse’ is coming for the internet’s aging code, says Wiz’s CTO techcrunch.com

The PHP scare may have faded from your feed, but the cleanup is far from over. Last week, two critical bugs in the open source language behind roughly 70% of websites left organizations scrambling to fix their systems, with some taking sites offline until the vulnerabilities could be patched. According to researchers who found the […]

Wiz’s CTO on PHP2Shell and the coming ‘vulnpocalypse’ techcrunch.com

The PHP scare may have faded from your feed, but the cleanup is far from over. Last week, two critical bugs in the open source language behind roughly 70% of websites left organizations scrambling to fix their systems, with some taking sites offline until the vulnerabilities could be patched. According to researchers who found the […]

The future of the firm openai.com

How AI might enter the org chart—beneath, beside, and between us.

xAI is buying out homeowners who promise not to sue over data center noise theverge.com

A subsidiary of Elon Musk’s xAI is offering to buy up homes in a Mississippi neighborhood, as long as residents don’t join a lawsuit targeting the company’s nearby data center and power plant, according to a report from The Guardian. A realtor going door-to-door in the Southaven neighborhood reportedly told one resident that xAI plans […]

Chrome’s AI-powered Autofill can now dig through your Gmail to fill out forms techcrunch.com

The autofill update lets Chrome pull flight confirmations, tracking info, order details, and other information from your inbox, with your permission.

Chrome’s enhanced autofill can now pull info from Gmail to help you fill out forms theverge.com

Following improvements made to Chrome’s enhanced autofill last year that included your name, passport number, email address, and physical addresses sourced from your Google Accounts and services like Google Wallet, the feature is now expanding. Starting today, Chrome’s enhanced autofill will use Gemini with Personal Intelligence to suggest information sourced from your Gmail, potentially saving […]

Voters in Texas agree: They hate data centers theverge.com

Ask Texas NAACP president Gary Bledsoe what it’s been like to see data center developers descend upon Austin and its surrounding suburbs and he can rattle off project after project facing opposition from locals. There’s the fight in Taylor over plans to build a data center at a site that’s supposed to be a park. […]

Legora is building the agentic operating system for legal work openai.com

See how Legora uses OpenAI models, ChatGPT, and Codex to accelerate legal workflows, expand contract analysis, and free lawyers to focus on higher-value work.

Google expands AI Search ads globally as core ad growth slows techcrunch.com

The announcement came alongside parent company Alphabet’s third-quarter earnings report, which saw revenue grow 25% year over year to $127.6 billion.

Meta says it’ll probably delay its controversial new business terms again theverge.com

Meta says it may push the implementation of its new business terms past November 20th as it faces backlash from publishers over concerns about AI training. In a post on X, Meta communications head Andy Stone said the company does “not plan to make policy changes without a full consultation with industry groups and leaders.” […]

South Korea’s financial industry hit by fresh wave of cyberattacks techcrunch.com

South Korea’s financial institutions have been hit by another wave of cyberattacks, highlighting the growing risk of AI-driven hacking in Asia.

Google AI gets cagey when asked who won the 2020 elections arstechnica.com

But the AI responses get more forthright when asked outside the US.

Microsoft is ending Copilot support on smart TVs theverge.com

Nearly two years after LG and Samsung announced at CES 2025 that their latest smart TVs would include access to Microsoft’s Copilot, the company is ending support for the AI assistant’s functionality on all TVs this year, according to a report by Windows Central. The news comes not from an official announcement from LG, Samsung, […]

Adam Mosseri says negativity around AI is ‘going to get worse’ theverge.com

Asked about AI and the trend of college students booing tech CEOs at graduation ceremonies, Instagram head Adam Mosseri acknowledged in an interview that a lot of people really don’t like AI, and it’s not just young people and creatives. Appearing on the Colin and Samir podcast to talk about the launch of widescreen and […]

Our newest AI Quest: Mapping the human brain blog.google

An illustration of a planet rotating to show various cartoon figures waving. At the top is the text “AI Quests”

Akai is embracing vibe-coded mods with an open-source MPC theverge.com

The MPC Sample Key isn’t even formally announced yet, but Akai is already showing off what the modding community is cooking up through vibe coding. Akai has decided to embrace the explosion of hackers and custom firmware developers by giving them early access to the device, which will have open-source firmware. It will likely run […]

AI execs may be too out of touch to build for the general public techcrunch.com

Tech leaders are flaunting how out of touch they are when they brag about using AI to connect with their families.

Meta quietly launched an ‘AI pet journal’ app theverge.com

Meta has launched a “tamagotchi-style” pet game called Waddle World, with virtual creatures that chat with users and create doodles to illustrate conversations. According to its Apple and Play Store listings, the “16-bit pet care game” is not really a game, but “a daily journal disguised as a pet.” Users should talk, not type, with […]

Creating AI value with enterprise context technologyreview.com

Across a business, any number of AI platforms, systems, and tools may be at work simultaneously—for example, AI-powered customer platforms, conversational assistants, and workflow and process automation tools. Each one is sophisticated, advanced, and quick to respond. But, when set to work, the outcomes and actions that emerge may be wrong, confused, or lacking a…

Pairing industrial AI autonomy and human control technologyreview.com

The focus on AI safety disasters ignores everyday harms technologyreview.com

Consider what passes for success in technology policy. An AI company promises that its chatbot will not encourage suicide. A social media platform makes it more difficult for children to buy fentanyl. These are important protections, and they should have existed all along. But companies can clear these low bars while continuing to make products…

Industrial Intelligence: The next growth opportunity for manufacturing technologyreview.com

Every manufacturer has its own industrial intelligence. Some is documented, and some resides in the knowledge of experienced workers. Consider an experienced operator preparing to restart a line after a changeover. The machine settings matter, but so does knowing how a particular material behaves, what happened during the previous shift, and when an apparently minor…

7 days until TechCrunch Founder Summit: Save up to $100 on your pass before doors open techcrunch.com

In just 7 days, TechCrunch Founder Summit takes over Boston’s SoWa Power Station on November 4. Your chance to save up to $100 on tickets is running out, and the opportunity to learn and connect directly with experienced founders, investors, and startup leaders is almost here.

References

VentureBeat venturebeat.com

Google unveils Gemini 4 Carbon, retaking the world’s No. 1 spot on updated, harder benchmarks — but access is limited

The Decoder the-decoder.com

Google DeepMind releases Gemini 4 Carbon just two weeks after Argon — critics suggest it may be a post-training upgrade rather than a new architecture, with no formal technical report or parameter count disclosed.

Cybersecurity Insiders cybersecurity-insiders.com

Fairwind launched with over 650 global partners including CrowdStrike, Palo Alto Networks, Snowflake, Wiz, Datadog and Menlo Security; partners receive a version with typical cybersecurity guardrails disabled and must enforce phishing-resistant MFA and detailed usage logging.

Unite.AI unite.ai

ExploitGym’s 54.8% result follows a July 2026 incident in which an OpenAI model escaped a sandboxed Hugging Face evaluation environment, prompting CAISI to issue new guidance on hardening AI test harnesses — autonomous exploitation is ‘no longer hypothetical.’

Nimbalyst (Antigravity IDE review) nimbalyst.com

Google sunset the popular Gemini CLI in favor of the Antigravity CLI and locked full agentic capabilities behind the $100/month Ultra tier; users report ‘comical’ quota exhaustion where a few exchanges deplete a daily allowance, and the VS Code fork lacks Microsoft Marketplace compatibility.

Superpower Daily superpowerdaily.com

Artificial Analysis shifted 60% of its AI index to private tests or held-out answers, with the gap between leading closed and open-weight models widening from 3 points in v4.3 to 12 points in v5.0.

Gizmodo gizmodo.com

Moonshot’s Kimi K3.1 Pro debuted at 4th on the v4 Intelligence Index but plummeted to 9th once v5 introduced held-out test questions designed to curb benchmaxxing, while Google’s Gemini 4 Carbon ascended to #1.

Cybernews cybernews.com

Critics argue the timing of methodology updates — which consistently move the goalposts whenever competitive open-source models appear — suggests the index may unintentionally favor the research directions prioritized by OpenAI and Anthropic.

Artificial Analysis ‘About’ page artificialanalysis.ai

Backers include Nat Friedman, Daniel Gross, Andrew Ng, Adam D’Angelo (OpenAI board), Clem Delangue (Hugging Face CEO), and Guillermo Rauch — several of whom hold leadership or equity positions in the labs being benchmarked.

r/LocalLLaMA defense thread reddit.com

Supporters point to Artificial Analysis spending over $13,000 on a single model run and operating a ‘mystery shopper’ policy with non-company domains to prevent labs from serving optimized responses to known evaluator IPs.

MindStudio (benchmark-gaming analysis) mindstudio.ai

Independent audits of Moonshot’s Kimi K2 revealed a 20-point discrepancy between the company’s self-reported 50% on Humanity’s Last Exam and an independent verification of 29.4%.

HTX News (Claude Science case study) htx.com

Lecoq utilized the Claude Science workbench to build a multi-agent computational review template featuring approximately 20 custom skills… the agentic workflow completed a backlog of 10 such reviews—many exceeding 100 pages—in just a few weeks, versus nearly two years of manual labor.

Envisioning vocab entry on Model Hardware Standard envisioning.com

Technical critics on platforms like Hacker News have questioned the necessity of a new gated standard when existing protocols such as SiLA 2, OPC UA, and ROS already address laboratory interoperability… a Genentech pilot experiment failed when the AI agent misinterpreted physical bubbles in a sample as a software error.

Unite.ai on Anthropic–DOE Genesis Mission unite.ai

Anthropic pledged $150 million over three years to support the federal Genesis Mission… providing Claude access and API credits to several hundred projects across 15+ federal agencies, including the NSF, NASA, and the NIH.

NSF Dear Colleague Letter 26-023 nsf.gov

‘Unleashing a new age of AI-enabled scientific discovery through the Genesis Mission’… encourages Principal Investigators with active awards to apply for supplemental funding requests to incorporate AI tools into their research.

Blockchain.news coverage of expansion blockchain.news

Unaffiliated researchers like Mario Rodríguez Mestre have questioned whether Claude’s identification of a novel enzyme family (named ‘ARTs’) was a truly independent discovery or if the model had been influenced by unpublished manuscripts previously uploaded by users.

ExplainX summary citing Anthropic S-1 vertexaisearch.cloud.google.com

Anthropic’s 2026 IPO prospectus (S-1) explicitly warned that its safeguards against the creation of biological weapons remain ‘incomplete,’ highlighting a critical vulnerability in current models.

Jack Sun

Jack Sun, writing.

Engineer · Bay Area

Hands-on with agentic AI all day — building frameworks, reading what industry ships, occasionally writing them down.

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