May 10, 2026 Weekly
TL;DR
Model Releases
Research Papers
Industry News
Model Releases
Tools & Products
A Claude Code Skill that turns prompts into horizontal-swipe magazine-style HTML decks — 10 layouts, 5 curated themes, WebGL hero backgrounds, single-file output.
Web dashboard for Hermes Agent — multi-platform AI chat, session management, scheduled jobs, usage analytics
Soul-driven AI agent with permission-hardened tools, token budgets, and multi-channel access. Runs 24/7 from CLI or Telegram.
AGENTS.md rules / skills for AI coding agents: Codex, Cursor & Claude Code. Inspired by Clean Code, Refactoring, DDD, Clean Architecture and DDIA programming books.
A compilable skill package standard for reliable content-generation agents.
One dashboard for all your AI subscriptions — quotas, costs, accounts, and Claude Code proxy.
Google's Gemini API File Search feature now supports multimodal capabilities, allowing users to search across both text and image content within files for more comprehensive retrieval results.
Adject 2.0 is an agentic product studio where brands can create, edit, and iterate product visuals inside an infinite creative workflow. Instead of isolated generations, products, models, edits, videos, and assets stay connected inside projects and evolve continuously over time. Upload once, generate in context, iterate visually, and build complete campaigns without fragmented tools or repetitive prompting.
Notion now generates images, builds dashboards, and presents your docs without leaving the workspace. 10+ features shipped for operators, PMs, and teams scaling on AI.
Keel is a local-first desktop app for macOS and Windows that captures what matters from your conversations into plain markdown files on your disk. Bring your own model - Claude, GPT, OpenRouter, or Ollama. Your context stays with you, not the vendor. Open source, MIT. https://keel-labs.github.io/
A AI general-purpose state-space search engine, validated first on autonomous penetration testing.
Open-source benchmark for browser AI agents on 153 everyday online tasks across 144 live websites. 5-layer recording + DOM-match + LLM judge. Top score 33.3%.
📖 Data Engineering from Raw Corpora
A minimal hardware-software architecture giving large language models a closed-loop physical embodiment with self-perception loops.
Self-hosted AI agent OS — streaming chat, tool use, persistent memory, and multi-agent teams. Runs entirely on your machine.
Research Papers
Large language models (LLMs) are increasingly used as interactive agents, but optimizing them for long-horizon decision making remains difficult because current methods are largely purely reactive, which weakens both exploration and credit assignment over extended trajectories. In this work, we present Strategic Trajectory Abstraction (StraTA), a simple framework that introduces an explicit trajectory-level strategy into agentic reinforcement learning (RL). StraTA samples a compact strategy from...
We address the challenge of knowledge composition in Vision-Language Models (VLMs), where accumulating expertise across multiple domains or tasks typically leads to catastrophic forgetting. We introduce GeoStack (Geometric Stacking), a modular framework that allows independently trained domain experts to be composed into a unified model. By imposing geometric and structural constraints on the adapter manifold, GeoStack ensures the foundational knowledge of the base model is preserved. Furthermor...
Killswitch presents a per-function short-circuit mitigation primitive that provides granular control over function execution and error handling, enabling developers to implement safety mechanisms at the individual function level.
Tutorials
This article explores how HTML proves to be surprisingly effective as a tool for code generation and manipulation when working with Claude, demonstrating the practical value of leveraging web standards in AI-assisted development.
Industry News
Google Chrome's new AI-powered features may consume up to 4GB of storage space on users' computers, raising concerns about resource usage and storage management for those with limited disk space.
Google Cloud's Fraud Defence tool is criticized for being essentially a repackaged version of WEI (Web Environment Integrity), raising questions about the originality of the offering.
Apple and Intel have announced a preliminary agreement for chip-making collaboration, signaling potential deeper manufacturing partnership between the two tech giants.
Discussion
Task paralysis refers to the difficulty some users experience when deciding how to best leverage AI systems for complex tasks. Understanding how to break down objectives and properly prompt AI models can help overcome this cognitive barrier.
The article warns that delegating document processing tasks to large language models can result in data corruption and integrity issues, highlighting risks in relying on LLMs for sensitive document handling without proper safeguards.