Author

Fighter's World

Live in the future, then build what's missing

Articles

Likes

Views

Comments

Latest from Fighter's World

83 recent articles

Fighter's World

Jan 9, 2026 · Artificial Intelligence

Compound Engineering: Accelerating the Compound Evolution of AI Agents

The article analyzes how Compound Engineering—a methodology that teaches AI agents through work, extracts category‑level rules from bugs, maintains a living knowledge base, and compresses feedback loops—enables agents to remember past experience, achieve compounding productivity gains, and be applied beyond coding to industry domains.

AI agentsSkillscompound-engineering

0 likes · 22 min read

Compound Engineering: Accelerating the Compound Evolution of AI Agents

Fighter's World

Jan 2, 2026 · Artificial Intelligence

How AI Agents Are Redefining Systems of Record into Decision‑Making Engines

The article argues that AI agents will transform traditional Systems of Record, which only store outcomes, into next‑generation decision‑capturing Systems of Action by introducing event‑driven Context Graphs, addressing blind spots, technical challenges, and outlining strategic business paths for this paradigm shift.

AI agentsAI infrastructureContext Graph

0 likes · 30 min read

How AI Agents Are Redefining Systems of Record into Decision‑Making Engines

Fighter's World

Dec 26, 2025 · Industry Insights

Where Is AI Heading in 2026 After the 2025 Sprint?

The article analyzes the rapid weekly turnover of leading LLM benchmarks in 2025, declining compute costs, the shift from chatbots to multi‑step agents, the widening pilot‑to‑production gap, and predicts that 2026 will be defined by infrastructure constraints, AI‑first product design, and accelerated enterprise adoption.

AI TrendsAI infrastructureAI product strategy

0 likes · 25 min read

Where Is AI Heading in 2026 After the 2025 Sprint?

Fighter's World

Dec 19, 2025 · Industry Insights

How Surge AI Works: Decoding the Data Alchemy Behind Modern AI

The article analyzes Surge AI’s $1.2 billion revenue, bootstrapped model, elite 100 k‑labeler network, three‑layer architecture, RLHF, AdvancedIF/RIFL benchmarks, red‑team testing, RL environments, and evaluates its competitive moat and future strategic paths.

AI AlignmentData QualityRL Environments

0 likes · 21 min read

How Surge AI Works: Decoding the Data Alchemy Behind Modern AI

Fighter's World

Dec 16, 2025 · Artificial Intelligence

Boosting Large Language Model Domain Expertise with Claude Skills

The article analyzes why generic LLMs struggle with domain‑specific reasoning, critiques fine‑tuning, RAG and prompt engineering, and presents Claude Skills—using progressive disclosure, Pydantic validation, and state‑machine control—to encode expert constraints as executable rules, illustrated with finance compliance and legal reasoning case studies and backed by Anthropic research.

ClaudeDomain-specificLLM

0 likes · 20 min read

Boosting Large Language Model Domain Expertise with Claude Skills

Fighter's World

Dec 12, 2025 · Artificial Intelligence

Why OpenAI’s Forward Deployed Engineering Takes Six Months to Deliver Usable AI

The article explains how OpenAI’s Forward Deployed Engineering (FDE) team bridges the gap between powerful models and real‑world value by embedding engineers on‑site, iterating over a 6‑week technical rollout followed by a 4‑month trust‑building phase, and using eval‑driven development to turn custom solutions into reusable products.

AI deploymentEval-driven developmentForward Deployed Engineering

0 likes · 35 min read

Why OpenAI’s Forward Deployed Engineering Takes Six Months to Deliver Usable AI

Fighter's World

Dec 5, 2025 · Industry Insights

Is Non‑Robotics Blue‑Collar AI the Next Big Opportunity by 2025?

By the end of 2025, the article examines whether pure‑software Blue‑Collar AI can become a high‑value market, analyzing labor shortages, breakthrough technologies, VC investment theses, layered market structures, key players across construction, logistics, field service, manufacturing, and restaurants, and outlining success factors and pitfalls.

Artificial IntelligenceBlue-Collar AIMarket Trends

0 likes · 29 min read

Is Non‑Robotics Blue‑Collar AI the Next Big Opportunity by 2025?

Fighter's World

Nov 28, 2025 · Artificial Intelligence

Is Gemini 3 Pro Google’s New Starting Point? An In‑Depth Technical and Market Analysis

The article examines Google’s Gemini 3 Pro launch, highlighting its full‑stack vertical integration, advanced System 2 reasoning, dynamic compute budgeting, native multimodal architecture, TPU cost advantages, the Antigravity IDE platform, generative UI capabilities, and the strategic implications for Google’s AI ecosystem and competitive positioning.

AI infrastructureAntigravityGemini 3 Pro

0 likes · 32 min read

Is Gemini 3 Pro Google’s New Starting Point? An In‑Depth Technical and Market Analysis

Fighter's World

Nov 23, 2025 · Cloud Computing

Can IREN Evolve into a Future Hyperscaler? An In‑Depth Analysis

The article examines IREN’s transformation from a Bitcoin miner into a vertically integrated data‑center group, highlighting its massive owned power assets, AI cloud contracts, cost‑efficient development, high‑density wind‑cooled racks, and competitive moat that could position it as a hyperscaler within the next few years.

AI cloudGPU leasingIREN

0 likes · 35 min read

Can IREN Evolve into a Future Hyperscaler? An In‑Depth Analysis

Fighter's World

Nov 22, 2025 · Industry Insights

Why Is Customer Service AI Startup Sierra Valued at $10 Billion?

Sierra, founded in 2023 by tech veterans Bret Taylor and Clay Bavor, has surged to a $10 billion valuation thanks to explosive ARR growth, a high‑end enterprise customer base, a hard‑mode GTM strategy, and the strategic shift to Agent OS 2.0 that aims to productize scarce AI Agent Engineer expertise and support outcome‑based pricing.

AI agentsAI startup valuationAgent OS 2.0

0 likes · 19 min read

Why Is Customer Service AI Startup Sierra Valued at $10 Billion?