IntuitivePapers.ai provides deep, interactive explainers for seminal AI papers, focusing on intuition before math, with interactive figures and verification against primary sources. Users can browse a curated library, request papers, and upvote to influence the queue.
Interactive explainers that build intuition before diving into math.
Figures with sliders and play buttons for hands-on learning.
Agirails demonstrates two AI agents negotiating and settling a USDC payment entirely over email on Base Sepolia testnet. The buyer agent locks funds in an on-chain escrow, the provider delivers, and the buyer approves via email reply. No trusted intermediary is required, and the transport layer (email) is untrusted by design. All transactions are publicly verifiable.
Two AI agents negotiate and settle USDC payments over email using on-chain escrow.
Funds are locked in a non-custodial smart contract; neither party can unilaterally reclaim.
Intuit's Prompt Library is a GitHub repository that organizes reusable prompts for developers by workflow and topic, designed to work with any AI tool. It includes folders for API discovery and webhook migration, with instructions for copying, customizing, and using prompts locally with @ references.
The Model Context Protocol (MCP) now has an enterprise-managed authorization extension, allowing businesses to centrally control MCP server access via existing identity providers. Anthropic and Microsoft are first to support it, with Okta as the first identity provider. It uses the emerging ID-JAG OAuth extension for consented‑free token exchange.
Anthropic and Microsoft support Enterprise-Managed Authorization in Claude, VS Code, etc.
The extension uses the ID-JAG protocol for token handoff without consent screens via identity providers.
Deep research agents that combine private documents with web search can inadvertently leak sensitive information through their query logs. The MosaicLeaks benchmark quantifies this privacy risk and proposes a training method called Privacy-Aware Deep Research (PA-DR) that reduces information leakage by over 3x while maintaining task performance.
MosaicLeaks introduces a benchmark of multi-hop research chains that interleave private local documents and public web queries, measuring three levels of leakage: intent, answer, and full-information.
Standard training for task performance increases both success rate and leakage; training with PA-DR reduces answer/full-information leakage from 34.0% to 9.9% while keeping strict chain success at 58.7%.
Graphixy is an AI motion graphics studio that creates high-quality animations from prompts, templates, or assets, with fine-tuning in one editor. It supports multiple languages and excels in social media, business, and educational video creation.
Generate animations from prompts, templates, or existing assets and fine-tune every detail in a single editor.
Supports English, Spanish, Arabic, and Portuguese, allowing prompting in natural language.
On the same day SpaceX agreed to acquire Cursor for $60 billion, Cursor co-founder Tomas Reimers unveiled Origin, a Git-compatible code hosting platform built for an AI agent-dominated world. GitLab and Zed also announced their own alternatives, signaling a growing consensus that GitHub is buckling under the weight of AI-generated code.
SpaceX's acquisition of Cursor coincided with the launch of Origin, a platform designed to replace GitHub.
GitLab introduced Project Switch, a redesigned architecture for faster agent execution.
LangSmith launches a no-code agent builder that enables non-technical users to create AI agents with memory, guided prompts, and MCP tools. The builder uses conversational guidance, built-in memory, and sub-agents to lower the barrier for agent development, suitable for internal productivity use cases.
LangSmith Agent Builder offers a no-code experience with memory and guided prompt creation.
Agents consist of four core components: prompt, tools, triggers, and sub-agents.
We break down the technical architecture behind our multi-stage vulnerability discovery harness and automated triage loop. Learn how we manage state controls, squash false positives through adversarial review, and route around LLM context limits.
Treat models as interchangeable components; cross-test with different models to avoid single-lens coverage.
Evolve from a single skill to a pipeline with Recon, Hunt, Validate, Gapfill, Dedup, Trace, Feedback, and Report stages.
Amazon Bedrock AgentCore harness is now generally available, allowing developers to create and run a fully functional agent with just two API calls. It provides an isolated runtime environment, built-in memory, tool integration, skill libraries, and real-time tracing without writing orchestration code or building containers.
Two API calls (CreateHarness and InvokeHarness) create and run an agent quickly
Agent runs in isolated environment with filesystem and shell for safe code execution
Google has released its AI Control Roadmap, a multi-layered security framework for managing increasingly capable but potentially misaligned AI agents. The framework treats AI agents as potential insider threats, employing monitoring, prevention, and response mechanisms to ensure safety, and scales with AI capability.
The AI Control Roadmap provides a 'defense-in-depth' approach, adding system-level security atop traditional model alignment.
The framework treats untrusted AI agents as potential insider threats, using threat modeling and real-time monitoring.
The Software Freedom Conservancy (SFC) launched a fundraising campaign to address the impact of LLM-generated AI on the free and open source software (FOSS) community, support software right-to-repair efforts, and resolve AGPLv3 violations by Bambu Lab. Over $163,000 raised so far toward a $250,000 goal.
SFC raises funds for software right-to-repair and AGPLv3 enforcement, targeting $250,000.
Campaign runs until July 17; new donations go to Bambu Lab violation case and Vizio lawsuit.
Gemma 4 is now in private preview on Cerebras Inference, with general availability later this month. This multimodal model runs at over 1,500 tokens per second, enabling computer use and image-driven agentic workflows, 15x faster than Claude Haiku.
Gemma 4 runs at over 1,500 tokens per second on Cerebras, 15x faster than Claude Haiku.
It is a dense multimodal model with intelligence matching Claude Haiku, but open-source and faster.
A planned 300MW AI data centre in Larbert, equipped with 200 diesel generators, could become one of Scotland's top ten polluters due to routine backup power tests releasing 288 tonnes of nitrogen oxides annually. Nearby hospitals, schools, and care homes may face nitrogen dioxide levels up to 44 times the healthy limit, sparking health concerns and over 1,000 objections.
Larbert AI data centre's 200 generators would emit 288 tonnes of NOx annually during routine testing.
Nearby facilities could face NO2 levels up to 44 times health limits.
With summer approaching and Amazon Prime Day moved earlier to June 23-26, I've curated the truly worthwhile early deals on robot vacuums and mops after extensive hands-on testing.
Amazon Prime Day 2026 runs June 23-26, earlier than previous years.
Top early deals include Dreame, Roborock, and Shark models, with savings up to $400.
Beat Amazon Prime Day 2026 with Sam's Club Instant Savings. Get deals on premium TVs, home & kitchen tech, speakers, laptops, and more without a Prime fee.
Sam's Club offers significant discounts during Amazon Prime Day, including half-off membership fees.
Top deals include Samsung TV, Keurig coffee maker, robot vacuums, and more.
The Government of Poland has taken a stake in ElevenLabs through Vinci, part of the BGK Group, and together they launch AI Lab Poland to support Polish AI startups.
Poland's government invests in ElevenLabs via Vinci (BGK Group), joining top VCs
AI Lab Poland launched to combine capital, technology, science, and talent