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Build Skill-Augmented AI Agents with SkillNet for Search, Evaluation, Graph Analysis, and Task Planning

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Build Skill-Augmented AI Agents with SkillNet for Search, Evaluation, Graph Analysis, and Task Planning

banner(“5) Evaluate skills on 5 quality dimensions (quality gate)”) DIMS = [“safety”, “completeness”, “executability”, “maintainability”, “cost_awareness”] LEVEL_SCORE = {“Excellent”: 4, “Good”: 3, “Fair”: 2, “Poor”: 1, “Bad”: 0} def evaluate(target): if USE_SDK and API_KEY: try: return client.evaluate(target=target) except Exception as e: print(f” evaluate failed for {target}: {e!r}”) return None def mock_eval(name): import hashlib h = … Read more

Low Cost Marketing Ideas For Small Businesses That Get Real Results (Under $50)

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Low Cost Marketing Ideas For Small Businesses That Get Real Results (Under )

📌 THE TRUTH Five physical marketing tactics that cost less than $50 each and often exceed what most small business owners spend in the hundreds of dollars each month. ROI for direct mail works out to 161% compared to 21% for social media ads, and a postcard costs $0.53 per post. After reading this, you … Read more

4 best cheap laptops of 2026: Apple MacBook Neo tops the list

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4 best cheap laptops of 2026: Apple MacBook Neo tops the list

{ container.appendChild(contentItem); });”> The beautiful and durable Asus Zenbook A14 from 2025 is my favorite laptop for most people on a $1,000 budget. Its light yet sturdy construction makes it ideal for frequent travelers and remote workers. I’ll also note that it’s the only laptop on this list with an OLED display, if that’s high … Read more

Top dating apps for women in 2026, vetted by experts

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Top dating apps for women in 2026, vetted by experts

{ container.appendChild(contentItem); });”> Read our full Tinder Platinum review. { container.appendChild(contentItem); });”> Although some women have found relationships on Tinder, it’s usually not why I recommend it. Even though Tinder is trying to shed its app reputation, it’s still my go-to dating option. It has a large user base, especially among young people – an … Read more

Genesis AI Releases Nyx, Quadrants, and Genesis World 1.0 Physics Platform for Scalable Robotic Foundation Model Evaluation

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Genesis AI Releases Nyx, Quadrants, and Genesis World 1.0 Physics Platform for Scalable Robotic Foundation Model Evaluation

Genesis AI released Genesis World 1.0. The platform consists of four components: the Genesis World physics engine, Nyx (a real-time tracked renderer), Quadrants (a Python-to-GPU compiler), and a simulation interface. It is designed to accelerate the development of a robotics foundation model through simulation-based simulation. Robot model development has two constraints: data and iteration speed. … Read more

Hermes Agent Ships Tool Search for MCP: Anthropic Evals Show 49% to 74% Accuracy Gain in Opus 4

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Hermes Agent Ships Tool Search for MCP: Anthropic Evals Show 49% to 74% Accuracy Gain in Opus 4

Nous Research’s open source Hermes Agent now ships with a Search Tool feature. It directly addresses a growing bottleneck in AI agent systems: many MCP tools fill the context window. In this introductory article, we’ll reveal what Tool Search does, how it works, and when to use it. Problem: MCP Tools Are Eating Your Window’s … Read more