GitHub Copilot's modernization agents automate migrations and tech debt to unlock AI-ready work.
“Modernization by itself isn't the goal. It is what it unlocks.”
Latest signals
Every signal tracked from the world's AI conferences — 4,665 talks, quotes & announcements, newest first.
Microsoft announced an Azure and Anyscale partnership centered on the Ray framework.
“today we also announced with a partnership between Azure and any scale and any scale is around ray”
Over 40% of agentic AI projects will fail because agents lack shared enterprise context, which Microsoft IQ aims to solve.
“More than 40% of agentic AI projects are expected to fail. And that's not because the models aren't capable, but it's because the agents lack the context that they need to be able to succeed.”
Microsoft's Agent 365 helps enterprises discover, secure, observe, and govern AI agents at scale.
“IDC predicts that by 2028 there will be 1.3 billion agents in organization.”
Qualcomm argues small on-device tasks like docstrings shouldn't be routed to large cloud models.
“if you want to predict the future, you have to go and create it”
An AWS networking team livestream discusses IPv6 adoption and VPC Lattice basics.
“I really really love IPv6 and I think everyone should be doing IPv6.”
Simon Willison released asyncinject 0.7, with Claude Fable 5 finding and fixing dependency bugs.
“I was using it with Datasette and Claude Fable 5 spotted some bugs in the dependency which it then fixed for me. It's a very proactive model!”
Microsoft launches Agents League Hackathon 2026 with $50K prizes, requiring use of new Microsoft IQ intelligence layers.
“All submissions must integrate at least one Microsoft IQ intelligence layer”
OpenBMB promotes its compact MiniCPM models for cheaper, edge-friendly AI deployment at a 'Build Small' hackathon.
“instead of asking how can I use the largest model possible, a better question is can I build a useful project with a compact model that is better, cheaper and easier to deploy”
Anthropic reverses invisible Claude safeguards that secretly limited AI researchers' frontier LLM work, making them visible.
“We made the wrong tradeoff and we apologize for not getting the balance right.”
Sarah Guo argues AI apps earn defensibility in the 'untrainable' zone by arranging a company's private reality so models can act on it.
“An application earns its place in the untrainable corner by doing unglamorous work: arranging a company's private reality so a model can act on it, handing the model the tools to act, working with the customer to change the reality of its workforce.”
Cohere engineers introduce tiny open models for a 'Build Small' hackathon community session.
“Cohere is this like magical kind of company that has somehow managed to both embrace open source and consistently release open models and also build an actual business.”
Developers shouldn't chase every Swift language feature; focus on the problem you're actually solving.
“language features aren't collectibles. You don't get a prize if you've got one of all of them.”
Apple previews WebKit features for Safari 27 including grid lanes, customizable select, and the HTML model element.
“But really the biggest news for WebKit this year, it's not any particularly exciting specific one feature.”
Frontier teams redesigning workflows around AI achieve 4.5x to 10x-plus software development productivity gains.
“The team shipped more production code in five months than in the previous ten years.”
An astrophysicist uses OpenAI Codex to build black hole simulations for testing general relativity.
OpenAI plans to acquire Ona to expand Codex with persistent cloud environments for long-running AI agents.
OpenAI backs the EU Code of Practice on AI content transparency and provenance standards.
BBVA scaled ChatGPT Enterprise to 100,000 employees in a global partnership with OpenAI.
Hugging Face tutorial demonstrates profiling and fusing a PyTorch nn.Linear into an optimized fused MLP.
datasette-agent 0.2a0 adds mid-execution user questions and human-approved query saving.
“Tools that declare a context parameter receive a ToolContext object, and await context.ask_user(...) can ask a yes/no, multiple-choice (options=[...]) or free-text (free_text=True) question.”
Three identifier-naming rules keep code readable: short local scopes, no redundant context, no type prefixes.
“Your code shouldn't just compile, it should communicate.”
Apple refined Liquid Glass with better diffusion, darkened edges, and brighter highlights, applied automatically without recompiling.
“Apps already using Liquid Glass get these improvements automatically when they run on this year's releases without even needing to recompile.”
Apple camera and photos engineers host a WWDC26 developer lab introducing themselves and discussing favorite features.
“live photos is kind of the OG, isn't it?”