#Scaling Laws
179 related articles
·3 min
Dify Comprehensive Guide: The Open-Source Platform for Building AI Apps Without Code
Deep dive into Dify, the open-source LLM app development platform featuring visual workflow engine, RAG knowledge base, Agent capabilities, hundreds of model integrations, Docker deployment, and comparisons with LangChain, Coze, and FastGPT.
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·2 min
OpenAI DevDay 2026 Now Accepting Applications: Largest-Ever Event Coming to San Francisco in September
OpenAI DevDay 2026 is now accepting applications for September 29 in San Francisco. Deadline is July 10. Key info, expected announcements, and developer tips.
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·2 min
Menlo Ventures Raises $3 Billion New Fund: How a Bold Bet on Anthropic Is Reshaping the AI Investment Landscape
Menlo Ventures turned a bold $750M bet on Anthropic into a $3B new fund. Explore the investment logic, Anthropic's technical moat, and what it means for AI venture capital.
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·3 min
Polymarket Caught Paying Creators to Post Fake Betting Videos: A Full Breakdown
Polymarket allegedly paid creators to record fake betting videos on clone websites, fabricating trading profits to attract users. A deep dive into the details, methods, legal risks, and industry impact.
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·3 min
GPT-5.6 Pro Hands-On Review: In-Depth Evaluation of Game Development, 3D Modeling, and SVG Design Capabilities
Comprehensive hands-on review of GPT-5.6 Pro covering SVG vector design, 3D modeling, game generation, and image-to-web conversion. Detailed analysis of breakthroughs in spatial understanding, code reasoning, and One-Shot generation.
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·4 min
Interview with Claude Code Lead: AI Programming ROI Mindset, Loops, and the Evolving Role of Engineers
Claude Code lead Boris Cherny shares insights on 100% AI coding, ROI thinking frameworks, Loops automation, Fable model capabilities, and how engineers are shifting from coding to product intuition and system design.
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·2 min
Decoding Google's AI Control Roadmap: A Defense Framework for When AI Goes Off the Rails
Google releases its AI Control Roadmap, a new safety paradigm that assumes alignment may fail and builds defenses at the system architecture level.
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·4 min
Anthropic Dynamic Workflows Explained: When to Use Them and Pitfalls to Avoid
Deep dive into Anthropic Dynamic Workflows: core mechanisms, differences from single Agent and Sub-Agent patterns, and a decision tree for when to use them vs. when to avoid burning tokens.
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·2 min
The Compute Crisis: Why Google and Anthropic Are Paying SpaceX a Premium to Rent GPUs
Microsoft, Google, and Anthropic face severe compute shortages. Anthropic pays SpaceX $1B/month for GPUs. From TSMC capacity to HBM, storage, and power, the AI supply chain is in full crisis.
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·2 min
Andrej Karpathy Joins Anthropic: A Top AI Researcher Returns to the Frontier
Andrej Karpathy officially joins Anthropic. The former OpenAI co-founder and Tesla AI director returns to frontier LLM R&D, signaling a pivotal moment in AI.
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·3 min
Java Developer's Guide to AI Application Development: From Spring AI to Intelligent Customer Service
A comprehensive guide for Java developers transitioning to AI application development, covering Spring AI, RAG, Function Calling, and a hands-on airline intelligent customer service project.
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·2 min
VendingBench: A Practical Methodology for AI Evaluation from Haiku to Mythos
VendingBench creators share AI evaluation insights covering Claude models from Haiku to Mythos, plus how to build contamination-resistant, durable frontier benchmarks.
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·4 min
5 Models Coding Showdown: Claude, GPT, DeepSeek, M3 — Who's the Best Engineering Tool?
Hands-on comparison of Claude Opus 4.8, GPT 5.5, MiniMax M3, DeepSeek V4 Pro, and Mimo 2.5 Pro across SVG drawing, 3D game generation, elevator scheduling, and real bug fixing.
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·3 min
Andrew Ng's New Course Explained: A Practical Guide to Using OpenAI's O1 Reasoning Model
Deep dive into Andrew Ng and OpenAI's Reasoning with O1 course covering test-time scaling, new prompting paradigms, multi-model orchestration, and practical applications for developers.
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·3 min
Gemma 4 Open-Source Model Local Deployment Guide: Ollama Installation & Mobile Setup
Step-by-step guide to deploying Google's Gemma 4 open-source model locally with Ollama and running the lightweight version on mobile with tool calling support.
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·3 min
Jeremy Howard Takes Aim at Anthropic: The Power Monopoly Paradox Behind AI Safety Narratives
fast.ai founder Jeremy Howard challenges Anthropic's AI safety strategy: using the strongest models for frontier research while restricting others. Is safety rhetoric just a competitive moat?
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·2 min
Replit's AI Loops Workflow Explained: Multi-Agent Collaboration Replaces Prompt Engineering
Deep dive into Replit's AI Loops workflow: how orchestrators, parallel agents, and Computer Use Verifiers build automated closed-loop systems through multi-agent collaboration.
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·2 min
In the Era of Incremental Model Upgrades, AI Platforms Are the Real Productivity Variable
AI model upgrades are hitting diminishing returns. The real differentiator is AI Agent platforms like Codex that restructure workflows — task orchestration, cross-device collaboration, and automation are what truly eliminate human overhead.
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·2 min
Marvell: The Hidden Giant Behind AI Infrastructure — Four Technical Aces Explained
Deep dive into how Marvell leverages UALink switch chips, CXL memory tech, custom ASIC foundry services, and silicon photonics to become an indispensable core supplier in AI infrastructure.
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·3 min
Xi Yin Joins OpenAI: What It Means When Top Scientists Leave Universities
Harvard's youngest Chinese full professor Xi Yin reportedly joins OpenAI. His shift from string theory to AI reflects how compute is replacing talent as the core research resource.
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