OpenAI’s recent $122B funding, ‘superapp’

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Good morning, { AI enthusiasts }. Between code reds, a Sora shutdown, a Pentagon mess, and Anthropic eating its enterprise lead, the previous few months of OpenAI headlines have read like an organization in crisis.

Then it went out and closed $122B in funding at an $852B valuation. The most important single fundraise in enterprise history says the market still sees OpenAI because the overwhelming center of gravity within the industry, even when the headlines have not.

In today’s AI rundown:

  • OpenAI’s record-breaking funding, superapp

  • Claude Code’s source code leaks to the world

  • Upgrade AI coding with this free context tool

  • Poll: AI use jumps as American trust, optimism sink

  • 4 recent AI tools, community workflows, and more

LATEST DEVELOPMENTS

OPENAI

Image source: Lovart / The Rundown

The Rundown: OpenAI just announced a brand new $122B funding round at an $852B valuation, the most important single fundraise in enterprise history — with the corporate revealing its plan to push forward on constructing a unified “AI superapp.”

The small print:

  • Amazon, Nvidia, and SoftBank anchored $110B of the raise, with Amazon’s reportedly carrying an AGI clause that would reset terms if OAI crosses that line.

  • OAI said its revenue has hit $2B/month, a pace it said is 4x the pace of Alphabet and Meta’s growth at the identical company stage.

  • Enterprise already accounts for 40%+ of OAI’s revenue and is on course to match consumer by year-end, the fastest-growing segment behind the raise.

  • The corporate is merging ChatGPT, Codex, and its agent tools into one “unified superapp”, coming on the heels of its recent wind-down of the Sora video app.

Why it matters: $122B is a staggering number, however the enterprise stat underneath it is perhaps the more vital one — 40% of OAI’s revenue and climbing means abandoning its ‘side quests’ was skating to where the cash was heading. The unified ‘superapp’ and IPO can be an enormous next chapter for the foremost character of the AI boom.

TOGETHER WITH AIRIA

The Rundown: Airia is the enterprise AI platform that unifies deployment, orchestration, security, and governance in a single powerful system. It gives organizations complete visibility and control across their AI ecosystem—without slowing innovation. With Airia, enterprises can scale AI confidently, securely, and on their very own terms.

Within the platform, you’ll experience:

  • Rapid agent prototyping

  • Seamless data integrations

  • AI security and governance

ANTHROPIC

Image source: Lovart / The Rundown

The Rundown: Anthropic by chance leaked the source code behind its AI coding tool Claude Code to a public registry, exposing over 1,900 files, 500K+ lines of code, and several other unreleased features — coming just days after a ‘Mythos’ model leak.

The small print:

  • Devs found 44 feature flags and three unreleased projects, including persistent cross-session memory and a deep-planning system.

  • Anthropic called it “human error, not a security breach” with no customer data exposed, but a GitHub mirror of the code hit 4K+ stars and 7K+ forks in hours.

  • Internal codenames surfaced too, with “Capybara” mapping to a Claude 4.6 variant already at v8, in addition to code that tracks when users swear at Claude.

  • The code also hid an unreleased AI terminal pet called BUDDY, which included 18 species, rarity tiers, and stats like CHAOS and SNARK.

Why it matters: Two major leaks in every week are a wild stretch for the lab that prides itself on safety. The exposed code is Claude Code’s CLI layer, not model weights, and rivals like Codex already open-source similar tooling by selection. So the damage is probably going more reputational than competitive… However the saga actually has the web talking.

AI TRAINING

The Rundown: On this guide, you’ll learn find out how to construct higher context for any AI coding agent. That is one in every of the fastest ways to fight context rot in AI coding workflows since the docs live in your repo, as a substitute of disappearing in a thread.

Step-by-step:

  1. Install Marksnip in Chrome and open up the documentation page needed for the duty, like setup guides, SDK docs, API reference pages (we used this)

  2. Open the Marksnip Extension and click on download. A markdown file will download routinely

  3. Drag that markdown file into your working repo and reserve it in a special folder like agent-context/ or project-docs/

  4. Tell your coding agent to read that folder by prompting: “Read the files in agent-context first and use them because the source of truth for this task”

Pro tip: Use Marksnip to quickly grab the “meat” of other media like Tweets, articles, and even government sites in your AI agent.

PRESENTED BY BLAND

The Rundown: Bland AI just launched Norm, a voice AI assistant that lets anyone create a completely functional phone agent by simply describing what they need. Just tell Norm what you wish, and it generates the prompt, agent logic, conditions, and integrations immediately.

With Norm, you may:

  • Go from idea to working phone agent with a single prompt, with no dev work needed

  • Auto-generate agent logic, conditions, and integrations like calendar booking in seconds

  • Turn months of voice AI development into days with one-shot agent creation

AI RESEARCH

Image source: Quinnipiac University

The Rundown: A brand new Quinnipiac University poll on AI just revealed a widening gap between adoption and American public sentiment, with usage increasing by 14% but trust, sentiment, and job concerns all trending in a negative direction.

The small print:

  • Research (51%) made up the best use case for individuals who have used AI, together with writing (28%), school/work projects (27%), and data evaluation (27%).

  • Job anxiety spiked harder than another metric, with the share of respondents expecting AI to shrink opportunities jumping 14 points to 70%.

  • Sentiment varied with income, as 52% earning $200K+ said AI does more good than harm, and 60% earning < $50K said it’s doing more harm.

  • Only 5% consider AI is being developed by individuals who represent their interests, while 74% say the federal government shouldn’t be doing enough to control AI.

Why it matters: Optimism in AI and tech bubbles is at an all-time high. But the general public is moving the opposite way on the tech: less trust, more fear, deeper pessimism about jobs. That gap between how the industry talks about AI and the way people actually feel is the form of disconnect that eventually shows up in regulation, backlash, or each.

QUICK HITS

  • 🎥 Veo 3.1 Lite – Google’s recent budget-friendly video generation model

  • 🎨 Fauna – Built-in creative agent that handles model routing and prompting

  • 💻 Holo 3 – H Company’s recent open-weight, SOTA computer-use agent

  • 🧠 Qwen3.5-Omni – Alibaba’s AI with text, image, audio, video understanding

Teleport introduced Beams, allowing users to run agents securely with identity, control, and trusted runtimes inbuilt for agentic AI across infrastructure. Get early access.*

Google released Veo 3.1 Lite, a brand new budget video generation model for developers at half the price of its Fast variant, allowing for generations of as much as 8 seconds.

PrismML emerged from stealth and launched Bonsai, a tiny open-source AI model that shows strong intelligence for its size and is capable of run on consumer hardware.

Salesforce released recent updates to its Slackbot agent in Slack, with 30 recent capabilities, including reusable skills, MCP connections, and desktop operation.

Oracle cut 1000’s of jobs in a significant restructuring, crediting a pivot towards AI and related infrastructure, expected to be the corporate’s largest ever layoff.

COMMUNITY

Every newsletter, we showcase how a reader is using AI to work smarter, save time, or make life easier.

Today’s workflow comes from reader Claire B. in Latest Zealand:

“I’m 58, a techphobe, and was made redundant last yr. Claude has been the very best teacher helping me arrange a brand new business making tallow and kawakawa-based balms. It helped write my plan and financials, it perfected my recipes, and gave advice on specific ingredients.

Claude held my hand through my Shopify website arrange, connecting my domain name, writing my website positioning and replica. Claude has been my business partner throughout the whole process and kept me encouraged and determined once I felt overwhelmed. Claude is an excellent business guru and has given me the strength to push through and begin my very own business when I believed I used to be too old to try.”

How do you employ AI? Tell us here.

That is it for today!

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