AI analysis of CT scans finds 42.9% of patients have coronary inflammation
Top Hacker News discussion.
biograph
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Feature
WorldTUI: A 360M Model Simulates Terminal Interactions
Fine-tuned on terminal sessions, this model predicts screen changes without a real shell.
Why it mattersWorldTUI signals a shift towards using AI to simulate and predict user interface interactions, hinting at future possibilities for AI-driven software environments. It challenges developers to rethink how applications are built and interacted with, focusing on prediction rather than execution.
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Each morning: models, tools, research, and conversations distilled from across the web — with why they matter for builders.
Around the Web
AI in Healthcare Breakthroughs
Scientists stunned as new AI unlocks game-changing cancer treatment
Recent Reddit discussion.
r/artificial
AI Agents Pricing Dilemmas
How should AI agents be priced based on outcomes?
I've been thinking about how pricing should work as AI agents move beyond simple usage based models. Traditional SaaS can be charge per seat or API cal but with agents the value is often tied of the outcome they produce…
r/AI_Agents
Should read-only access be the default, with changes approved separately?
What I mean is that connecting an agent to your calendar could mean checking availability or cancelling everything on Friday and those are pretty different levels of access. What do you guys think about letting agents r…
r/AI_Agents
Tools
Ebony-Vinyl/dsh-our-free-model
在 dsh 里装上这个插件即可，无需登录、注册或填 API Key，就能使用包括 DeepSeek V4.1 Flash、Kimi K3 在内的前沿模型——完全免费，不限量。 All you do is install this plugin in dsh: no login, no sign-up, no API key — the frontier m…
github | stars 36,614
abenzerps/Qwen-Image-2.1-Uncensored-Quantized
Trending AI model on Hugging Face — text-to-image.
🤗huggingface
NandhaKishorM/laya
Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right…
github | stars 33,967
Build
How Sensible Harness can help teams create an AI-first delivery environment
How Sensible Harness can help teams create an AI-first delivery environment
thoughtworks
How Netflix Taught an LLM to Recommend Movies So That You Keep Watching
In this article, we will look at how GenRec was built.
blog.bytebytego
Research
Agent Behavior Maps: Locating Agents by What They Would Do, Without Running Them
LLM agents with similar success rates can follow different action sequences. An Agent Behavior Map represents LLM-harness combinations using centered action log-likelihoods on shared reference trajectories, without requ…
arxiv
HGM-Dual: Lineage-Aware Guided Agent Harness Optimization for Long-Horizon Planning
Harness optimization, which improves an agent's prompts, tools, and workflows, is an increasingly effective way to enhance agents built on frozen or closed-source LLMs. Leading approaches such as the Darwin--Godel Machi…
arxiv
Parallel AI Agent Collaboration as Graph-Structured Distributed Block Optimization
Parallel AI agents can produce useful local edits yet degrade a shared solution when their edits are combined. We model this coordination problem as discrete block optimization with an exactly evaluable objective and a…
arxiv
Playbooks
LangSmith LLM Gateway: Runtime Controls for Agents
LangSmith LLM Gateway is in public beta: spend caps, rate limits, model fallbacks and PII redaction for production agents, without provider lock-in.
langchain
Foundry hosted agent isolation with Microsoft Agent Framework
Foundry hosted agent isolation exposes two independent controls. User isolation identifies whose data may be used. At the same time, Foundry hosted session isolation identifies where code and files continue to live. For…
devblogs.microsoft
Quantifying infrastructure noise in agentic coding evals
Agentic coding benchmarks are often treated as precise measurements of relative model capability. However, we’ve found that infrastructure configuration alone can produce meaningful differences in the scores.
anthropic
News
Donating Agent Skills to the Agentic AI Foundation
Donating Agent Skills to the Agentic AI Foundation News today from Anthropic: We’re committed to keeping Agent Skills open, community-driven, and vendor-neutral. Today, we are donating the standard to the Agentic AI Fou…
simonwillison
How Rescale built an AI triage agent with Strands Agents and AI-DLC
Rescale used the AI-Driven Development Lifecycle (AI-DLC) framework on AWS, with Strands Agents and Amazon Bedrock, to build an intelligent test-triage agent in weeks. Learn how AI-DLC structures AI-assisted development…
aws.amazon
Developing an AI Factory Digital Twin with an Agent-Assisted Workflow
Building an AI factory digital twin requires developers to bring site plans, equipment assets, and engineering requirements into a consistent model that teams...
developer.nvidia