Reporting AI nonsense. Latest AI News on AI Agents, Model Releases, Tools, Leaks, and Rumors 🗞️
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Joined October 2015
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HUD has launched DataVendor in public beta, a marketplace that lets companies sell their private data to AI labs for model training and evaluation.
It lets labs buy material not available on the public internet, like production codebases with years of Git history, after checking its quality and without seeing the raw files.
> Public repositories cannot be listed or priced, since models have already trained on them.
> Each listing goes through an automated scan for leaked secrets and personal data before it goes live.
> For tasksets, a buyer can run one random task in its environment inside their own HUD workspace before deciding whether to buy the full set.
🤝 Paid partnership
We're announcing the public beta of datavendor.ai
We spent the last two years building the best solution for people buying and selling data, whether you're a researcher in a lab or a company trying to sell data.
Data is the fundamental bottleneck for AI progress, and DataVendor will be the infra that solves it.
Vendors can sign up and start listing their data, while labs have to join a buyer waitlist and get invited in batches.
Connecting GitHub, GitLab, or Bitbucket gives a dated value range for up to 100 private repositories before anything is listed.
Coding agents can access the catalog through an MCP server and API, with purchases kept in the web app.
Take a look 👀
datavendor.ai
Nectar launched a new agentic growth platform for brands.
The platform connects businesses with customers by automating the full stack, from creator outreach to content research and analysis.
Users can use Nectar to analyze hundreds of millions of posts across major social platforms and attribute findings to the right sources.
> Nectar can understand voice from videos to catch brand mentions that never tag the account.
> Creator search starts with people already posting about the brand and scores each of them on more than 300 attributes before any outreach.
> Ren, the built-in agent, answers comments and DMs in the brand's voice and suggests what to post next.
🤝 Paid partnership
Engineers stopped writing every line of code and started directing agents.
Growth and marketing teams are in that moment now.
Meet the next chapter of Nectar: the agentic growth stack. One platform replacing 5+ legacy tools. Agents that work every message, creator outreach and creative research about your brand, and tie it all back to revenue 🍊
Nectar was founded in 2023 by sisters Misbah Uraizee, who led product for News Feed and Creator Monetization at Meta and X, and Farah Uraizee, who scaled Facebook Groups past a billion users.
The company has raised more than $40M from Menlo Ventures, the Anthology Fund it runs with Anthropic, GV, and True Ventures.
Book a demo 👀
nectarsocial.com
GOOGLE 🔥: A new Agent Compute Engine for Google Cloud has been introduced.
ACE is a new VM type built for AI agents, designed for users to operate at scale.
The system includes Agent Gateway, Agent Registry, Agent Identity, and Agent Observability.
Announced at AGNTCon + MCPCon: the new Agent Compute Engine plus expanded Gemini for business agent governance deliver the control you need to run, govern, and scale your agents.
Learn more about Agent Compute Engine and expanded agent governance → goo.gle/4yFN3yT
Ideogram released Vector 1.0, a new vector model that generates detailed SVGs and vectorizes images.
The resulting SVGs are also editable, with each component as a separate layer that users can rotate and move.
It is now available on Ideogram and via APIs.
SVGs are solved now 👀
Today, we’re introducing Ideogram's first vector model.
Generate clean, editable SVGs with smooth gradients and sharp typography from a text prompt, or turn any image into a detailed, scalable vector.
Live in Ideogram and the API: ideogram.ai/models/vector
ICYMI 👀: Microsoft is rolling out its redesigned Copilot app to more users on web and mobile.
> This new design follows earlier announcement of a “new” Copilot with Home, Code and Autopilot modes.
> Voice mode seems require a paid plan now.
Needs testing 👀
You have been warned 💀
The internet isn't safe, and it never will be (and it never was)
Cybersecurity risks aren't only determined by the level of cyber defense you have, but by the capabilities available for a cyber offense (Check NIST’s risk framework).
It is not possible to make the system "100% secure", and that implies "continuous defense" will be required.
In the future, 24/7 security agents will likely offer such defense. My concern is that many won't be able to access or afford such protection.
Recent security vulnerability announcements are a direct consequence of the "Defenders Gap" (Cloudflare and Microsoft's reported malicious activity highlights the pressure on defenders).
In fact, it's even worse now, as these incidents have shown. Organizations without access to advanced defensive tools may struggle to keep up.
Cyber Defense is named "defense" for a reason, as these threats may pose a real monetary impact on the economy.
If we think of programs like Daybreak as a way for AI labs to pay a "security tax," it becomes clear we have a huge supply-and-demand gap in this area.
This is the gap between the protection governments need to provide to businesses and individuals and what they currently provide.
Cybersecurity risks affect companies worth billions. Soon, tons of rogue agents will be running across the internet, trying to breach whatever they can (speculation).
At some point, these incidents will be happening almost daily. This will affect normies' day-to-day lives, too. Yet, it is an unmatched opportunity to provide cyber defense solutions.
YOU ARE NOT PREPARED!
This is a "Defender's gap" chart that OpenAI published recently. It shows the gap between defenders' capabilities and attackers' capabilities from a cybersecurity POV. This also translates to a gap between proprietary and open AI models.
What Dario is proposing is closely related: "Thus, a key part of pacing within democracies is to keep democracies’ AI lead over autocracies as large as possible, to give us the breathing room we need in order to pace effectively."
In other words, Anthropic and OpenAI want to widen the "gap" between what their AI can do and what the rest of the world can do.
This doesn't necessarily mean that they will stop AI development and training.
What this leads to is:
- Anthropic, OpenAI, and other frontier labs will need to work together to make sure that every lab maintains alignment standards.
- These labs will continue using RSI to advance their internal models with "employee-like access".
- These models WON'T be released to the public until the "gap" is sufficient and until alignment standards are met.
What about China?
> "Distillation of frontier models allows lagging companies to narrow the gap using a fraction of the cost it would take to develop their own AI independently."
> "If we execute these measures well, I believe they would slow China’s progress enough to widen America’s lead significantly over the next 3–5 years — the window when AI becomes geopolitically most important."
The assumption behind these measures is simple: without being able to distill frontier models, it will take China significantly longer to close the gap with top-tier models.
All the above may fay fail. China may or may not take the lead in AI progress.
Yet, it's not a surprise that AI can already be used as a cybersecurity weapon. Note that the top point on the "frontier" line describes defenders' capabilities available to companies with Daybreak access and similar. However, the top point on the "open-weight" line is accessible to everyone.
Even with current levels of intelligence, we will start seeing more and more major security incidents around the globe.
> “Everything that makes it successful is exactly what makes it dangerous.”
Monitoring 👀👀👀
DAILY AI BRIEF 🗞 — Oct 22
BREAKING 🔥:
- PHP 8.5.12, 8.4.27, 8.3.36 and 8.2.35 fix two critical unauthenticated remote code execution flaws dubbed php2shell (CVE-2026-109618 and CVE-2026-109619), which OpenAI's Patch the Planet initiative helped uncover and now offers a Codex skill to check affected sites.
- Microsoft Threat Intelligence reported that China state-aligned threat actor Storm-0940 used the agentic AI penetration testing framework ARTEX to automate attacks on hundreds of organizations worldwide.
- Cloudflare warned that private keys for eight widely trusted eMudhra intermediate certificates were compromised, letting attackers forge certificates for any domain.
- Node.js shipped security releases for its 22.x, 24.x and 26.x lines fixing multiple vulnerabilities, including high-severity issues.
- Cloudflare warned that CVE-2026-88771 lets attackers run commands on NetScaler Gateway before anyone signs in.
ANTHROPIC 🔥:
- Anthropic opened a waitlist for Claude Duet, a standalone proactive agent app built around Claude Opus 5.5 that can also shop via Stripe Link and Shop Pay, for Pro and Max users in the US.
- Claude Security now re-scans connected repositories as code changes land, in public beta on Claude Enterprise.
- Anthropic released API version 2026-10-21 with new SDKs and ant CLI 2.0, now licensed under Apache 2.0.
OPENAI 🔥:
- GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna plus Codex workflows are rolling out in private preview on Google Cloud's Model Garden.
- ChatGPT Ads expanded to 26 new countries, with more than 100,000 advertisers on the platform so far.
SPACEXSI 🔥:
- Grok Bots are rolling out to X Chat, letting you message your bots like any contact without leaving the X app.
- Grok Bot can now build reports, memos and dashboards as live pages you can edit together or have it keep up to date.
GOOGLE 🔥:
- Gemini is now available in Google Maps navigation on CarPlay for parking, traffic reports and route changes by voice.
META 🔥:
- Meta reported $64.6B in Q3 revenue, up 26%, with Zuckerberg saying more than 25% of Muse users have bought items through the agent.
NVIDIA 🔥:
- At GTC Berlin, NVIDIA introduced the OpenShell Reference Architecture for securing enterprise agents and DSX POD, cutting AI factory deployment at prepared sites to as little as 14 days.
- NVIDIA released Nemotron 3.5 Embed, Rerank and Parse open retrieval models on Hugging Face.
MISTRAL 🔥:
- Mistral partnered with NVIDIA on AI for industrial engineering, covering faster simulation, open physics-AI benchmarks and agentic evals for CAE and EDA.
KLING 🔥:
- The Kling 4.0 API is now officially open, with the model also landing on Runway, fal, Higgsfield and Adobe Firefly.
COHERE 🔥:
- Cohere launched Rerank 5 in Pro and Fast tiers.
RECURSIVE 🔥:
- Recursive released Flint, a 40B MoE open-weight local coding model under Apache 2.0 that it says is up to 2x faster than comparable models.
* Used Grok to compose this brief, cherry-picking the news and doing some post-editing.
DAILY AI BRIEF 🗞 — Oct 21
OPENAI 🔥:
- OpenAI acquired Orchestra Bio, a drug-development coordination platform, to build on its Rosalind life sciences models and tools.
- Locked Chats are rolling out in ChatGPT across all plans, letting users protect chats with a PIN, Face ID, Touch ID or device unlock.
- The OpenAI API now offers 12-hour prompt caching, so persistent agents can keep shared context cached at the lower rate for longer.
- ChatGPT team tasks can now automate recurring engineering work, like a weekly roundup of what shipped and what's blocked.
SPACEXSI 🔥:
- SpaceX reported $14.6B in Q3 revenue, with its Super Intelligence segment (Cursor, Grok Bot and its neocloud) bringing in $7.5B.
GOOGLE 🔥:
- Gemini with Personal Intelligence is rolling out globally on Android Auto, with cars with Google built-in following in the coming months.
- Google released llm-d 1.0, an open-source Kubernetes-native stack for distributed LLM inference, at the PyTorch Conference.
MISTRAL 🔥:
- Mistral released Voxtral 3, a family of speech-to-text and text-to-speech models powering its new voice agents API.
PERPLEXITY 🔥:
- Perplexity Computer on Mac can now run fully local, powered by PPLX Pro, a post-trained Qwen 3.8 model, for Pro, Max and Enterprise users.
META 🔥:
- Muse web is preparing Confidential VMs, an encrypted mode for running Muse tasks that will initially be limited to Meta AI subscribers.
ELEVENLABS 🔥:
- ElevenLabs released Eleven Realtime v1 Max and Mini speech-to-speech models on its ElevenAgents platform and APIs.
* Used Grok to compose this brief, cherry-picking the news and doing some post-editing.
SPACEXSI 🔥: Grok Bot now supports live artifacts where it can build reports, memos, and dashboards.
Users can ask Grok Bot to edit these pages or keep them updated over time.
BREAKING 🔥: Anthropic announced Claude Duet, a new proactive agent that comes as a standalone research preview app.
> It is available through a waitlist on Pro and Max plans in the US.
> Claude Duet is designed around Claude Opus 5.5 so the agent can judge and decide what you need.
> Memory, skills, and connected apps are taken from your Claude account.
Huge!!! 👀👀👀
Shopify announcement 👀
xitter.cf/Shopify/status/2112989…
ANTHROPIC 🔥: An early look at how agentic shopping flow with Stripe Link would work on Claude Duet, Anthropic's upcoming proactive agent.
Interesting to see these hashtags under the agent - does it mean that we will see its UI designed around "threaded" conversations like on Slack?
Fun fact: Duet's internal name is "aibo".
APKPLZ 👀
ANTHROPIC 🔥: Claude Duet, an upcoming proactive agent from Anthropic, will support a wide range of connectors, agentic shopping, and secure login.
> "Claude Duet can purchase things for your business using Link, Stripe’s digital wallet."
> "It can also use Shopify's Shop Pay to check out at online stores."
> "Coming soon, it will be able to sign in to sites with logins you’ve saved in 1Password."
BREAKING 🔥: Anthropic announced Claude Duet, a new proactive agent that comes as a standalone research preview app.
> It is available through a waitlist on Pro and Max plans in the US.
> Claude Duet is designed around Claude Opus 5.5 so the agent can judge and decide what you need.
> Memory, skills, and connected apps are taken from your Claude account.
Huge!!! 👀👀👀