Explore
Everything AION read, in seven sections. Pick one, a topic or a time window.
GPT-6 and Intelligent UI for everyone
GPT‐6 is rolling out globally in ChatGPT with Intelligent UI, delivering faster responses with visuals and interactive experiences you can explore and use directly.
Google brings agentic AI to Gemini, starting with businesses
Google is turning Gemini into an AI agent that can plan, execute tasks, and work across business apps and systems.
Introducing Playground: Create and play custom games
Playground is a new experimental gaming platform that lets you create, play, and share custom games.

Microsoft event debuts new AI-friendly hardware and Windows changes
In its first live event in two years, Microsoft today announced its newest Surface laptop, outlined a host of changes coming to Windows 11, and shared a vision of how local-AI and agentic workflows could reshape personal computing for those in the dev community as well as home enthusiasts.

Introducing the Anthropic Cyber Mission
Today we’re launching the Anthropic Cyber Mission, a long-term commitment to securing the systems everyone depends on.
Can AI Agents Make Open-Ended Scientific Discovery? Evidence from Station
Recent AI systems have made rapid progress in scientific discovery when given well-defined metrics, but whether they can autonomously undertake open-ended scientific discovery remains unclear.
Scaling Decision Optimization to 100 Million Variables and Beyond with mPDLP in NVIDIA cuOpt
NVIDIA cuOpt GPU-accelerated decision optimization can already deliver speedups of more than 10x over CPU...

When the Safety Test Became the Threat: The Machine That Found Its Own Way Out
OpenAI built a room with no doors – or so it thought.
Beyond hours saved: Building the business case for agentic automation
In this post, we introduce a framework AI CoE leaders can use to build a business case that captures the full value of agentic automation.
VideoSonarQube + OpenAI: Agentic Development — Killian Carlsen-Phelan, Sonar
Killian Carlsen-Phelan runs it through SonarQube, brings the findings into Codex and asks the agent to fix the vulnerable query.
Quoting The New York Times
— The New York Times, Anthropic Agents Tried to Fill Out Visa Forms on State Dept.

Why AlphaFold Didn't Solve Protein Folding — Pushmeet Kohli, Google DeepMind & Sal Candido, Biohub
From the Bitter Lesson of AI scaling to the unsolved mysteries of protein folding, Google DeepMind’s Pushmeet Kohli and Biohub’s Sal Candido are rethinking what it takes to build AI that truly understands biology.

AI agent teams waste massive tokens for barely measurable quality gains, research finds
Teams of AI agents barely outperform solo agents but cost up to 5.1x more, according to Vals AI.

Can AI automate AI R&D yet?
Existing evidence shows that AI can perform software engineering tasks relevant to AI research, dataset creation, open-ended optimization of defined metrics (autoresearch), and more.

The State of AI Report 2026
After months of research and revisions right up to the last minute, I’m thrilled to bring you the 9th annual State of AI Report.

Text is so 2023
Hark (from Brett Adcock - Figure robots) launched which suggests tasks as one-tap action buttons.
AI agent developer Manus raises $500M+ at reported $4B valuation
Manus, the creator of the eponymous artificial intelligence agent, has raised more than $500 million in funding.
Dual- versus Single-Suggestion AI Support for Radiographic Interpretation in Residents: Randomized Multireader Study
Purpose: To compare dual- and single-suggestion AI support for radiographic interpretation by residents, particularly when the shared AI suggestion was incorrect.

She Designed Meta’s New AI Logo. Then Came the Hate
Jessica Hische knew working for Meta might upset some people.

Claude-shaped science
Features on AI-assisted discoveries, practical workflows, and field notes across the sciences.
What AI gets wrong and what failure teaches us
Jennifer Neville is a partner research manager at Microsoft who’s built a career around understanding and advancing AI for real-world use, and much like the human-AI interactions she’s been studying, her early-career path was multiturn: math, then physics; cognitive science, then work; and finally computer science—despite her best efforts to avoid the field.

Instinct was the buzziest AI agent around — can it survive Muse?
Instinct’s agent is always just a text away.

Language Models for Text Classification: From Bag-of-Words to Jev
The recently released Jev AI model has been quite a cultural phenomenon in technical communities in the past 2 weeks.
Show HN: I Put an AI Agent on a Nokia 110
Recently got the idea to put ai agent in it.
Does better work always mean better workers?
But AI is already changing how on-the-job learning works.
VideoWhat Most People Get Wrong About Evolution | Akarsh Kumar
A lot of people in AI treat evolution as a dumb fallback, basically random search for when you can't take a gradient.
Is a second MSc worth it? [D]
I’m an AI research engineer based in Africa with about 3 YoEs in RL, LLMs, post-training, and systems efficiency (CUDA/vLLM).

Attempts to Keep Humans in the AI Loop May Actually Push Them Out
A crucial safeguard against AI agents going rogue—keeping humans in the loop to review and approve their decisions—will fail unless designers and users change their current practices, a trio of leading AI ethics researchers argue.
OpenMed 3.0 is out: Apache-2.0 clinical AI that runs fully local and never falls back to the cloud. 422 open issues if you want in on 3.1
Quick recap: it's an open-source (Apache-2.0) medical AI toolkit with one rule we never break: patient data stays on your machine.
microsoft/AesCode-32B
microsoft published the model AesCode-32B on Hugging Face.
ibm-granite/ensemble-forecasting-with-ibm-granite-time-series
ibm-granite published the model ensemble-forecasting-with-ibm-granite-time-series on Hugging Face.
Connecting AI agents to enterprise knowledge
For all the data that AI systems continually amass and analyze, enterprise AI agents often suffer from a curious shortcoming: a lack of knowledge.

🔮 Quick weekend reads: the big AI questions
AI is really forcing some big questions into the open.

One year later: Sovereign AI and the fight for choice
Both are coming to Workers AI, and you can request access today.
ollama/ollama v0.35.0
Decision models return choices, probabilities, and scores instead of text.
VideoThe Billion Dollar AI Advantage Is Disappearing
🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible:
Show colleagues how much you care by sending an AI avatar to your Google Meet call
If you've always wanted to say you have "people" to attend your meetings, there's an app in development for that, as long as you're comfortable with the idea of eventually sending an AI bot in your place and potentially offending your human colleagues.
QingYunA/answer-me-with-html: Answer me with HTML — an agent skill that answers hard questions with a one-page HTML you can actually read. 让 AI Agent 用一页 HTML 回答复杂问题。
Answer me with HTML — an agent skill that answers hard questions with a one-page HTML you can actually read. 让 AI Agent 用一页 HTML 回答复杂问题。 Language: JavaScript.

Negotiating Ontological Boundaries in User-Authored Personal Sensing Systems
Negotiating Ontological Boundaries in User-Authored Personal Sensing Systems
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Hallo, Deutschland!
Mistral Opens German Hub in Munich to Advance Industrial AI in Europe’s Largest Economy
Automations in Perplexity Computer
Automations that remember, act, and keep work moving

Building advertising for the way people use AI
OpenAI introduces a new visual ad format in ChatGPT and expands measurement tools, attribution partnerships, and brand suitability for advertisers.
Building on our commitment to American scientific discovery
Building on our commitment to American scientific discovery

Will the HomeView be Apple’s first smart home success?
Apple will announce a new smart home hub on Tuesday called the HomeView, according to Bloomberg’s Mark Gurman.
Expanding the Cyber Verification Program
We’re launching a new, expanded version of our Cyber Verification Program (CVP), which makes advanced cyber capabilities and reduced blocking classifiers available to qualifying security professionals.
Introducing GLM 5.3 on Amazon Bedrock
GLM 5.3 from Z.ai (Zhipu AI) is now available on Amazon Bedrock.
Supercharge regulated workloads with Claude Code and Amazon Bedrock
The availability of Anthropic Claude Opus 5.5 and Claude Sonnet 5.5 in the AWS GovCloud (US) Regions introduces an on-ramp for AI-assisted development for workloads with regulatory or compliance requirements, including International Traffic in Arms Regulations (ITAR).
Pollo AI turns creative ideas into campaigns with OpenAI
With GPT-5.6, GPT-6 Astra, and GPT‐Image‐2.5, Pollo AI helps creators turn bold ideas into detailed images and cinematic video ads.