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RAG vs. Fine-Tuning: The Wrong Question to Ask When Building AI Systems

RAG vs. Fine-Tuning: The Wrong Question to Ask When Building AI Systems

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25 min read
Frontier AI models outperform human experts on earnings prediction for the first time

Frontier AI models outperform human experts on earnings prediction for the first time

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15 min read
āļ­āļĒāļēāļāđ€āļ‚āđ‰āļēāđƒāļˆāļ§āđˆāļē LLM āļ—āļģāļ‡āļēāļ™āļĒāļąāļ‡āđ„āļ‡āļˆāļĢāļīāļ‡ āđ†? āļ„āļ­āļĢāđŒāļŠ Stanford āļ—āļĩāđˆāđ€āļ›āļīāļ”āļŸāļĢāļĩ āļ­āļēāļˆāđ€āļ›āđ‡āļ™āļˆāļļāļ”āđ€āļĢāļīāđˆāļĄāļ—āļĩāđˆāļ”āļĩāļ—āļĩāđˆāļŠāļļāļ”

āļ­āļĒāļēāļāđ€āļ‚āđ‰āļēāđƒāļˆāļ§āđˆāļē LLM āļ—āļģāļ‡āļēāļ™āļĒāļąāļ‡āđ„āļ‡āļˆāļĢāļīāļ‡ āđ†? āļ„āļ­āļĢāđŒāļŠ Stanford āļ—āļĩāđˆāđ€āļ›āļīāļ”āļŸāļĢāļĩ āļ­āļēāļˆāđ€āļ›āđ‡āļ™āļˆāļļāļ”āđ€āļĢāļīāđˆāļĄāļ—āļĩāđˆāļ”āļĩāļ—āļĩāđˆāļŠāļļāļ”

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2 min read
āđ€āļĢāļēāđāļāļ° Qwen3.8-27B-Fable-5-Coding-Distilled āļ§āđˆāļēāđ‚āļĄāđ€āļ”āļĨ āđ€āļŠāđ‡āļāļāđˆāļ­āļ™āđāļāđ‰ āļ•āļąāļ§āļ™āļĩāđ‰āļˆāļĢāļīāļ‡āđāļ„āđˆāđ„āļŦāļ™

āđ€āļĢāļēāđāļāļ° Qwen3.8-27B-Fable-5-Coding-Distilled āļ§āđˆāļēāđ‚āļĄāđ€āļ”āļĨ āđ€āļŠāđ‡āļāļāđˆāļ­āļ™āđāļāđ‰ āļ•āļąāļ§āļ™āļĩāđ‰āļˆāļĢāļīāļ‡āđāļ„āđˆāđ„āļŦāļ™

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3 min read
Securing AI Agents: Enforce Boundaries Outside the Model, Not Inside the Prompt

Securing AI Agents: Enforce Boundaries Outside the Model, Not Inside the Prompt

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4 min read
The cached-prefix crossover: when the cheaper LLM becomes the expensive one

The cached-prefix crossover: when the cheaper LLM becomes the expensive one

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4 min read
Sub-Agents, Hooks, and Skills: The Orchestration Layer Claude Code Won't Advertise

Sub-Agents, Hooks, and Skills: The Orchestration Layer Claude Code Won't Advertise

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11 min read
OpenAI's TextGrain: Invisible Ink, Visible Stakes

OpenAI's TextGrain: Invisible Ink, Visible Stakes

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9 min read
Private AI SOC Triage Lab: Can a Small Local LLM Triage Alerts Safely?

Private AI SOC Triage Lab: Can a Small Local LLM Triage Alerts Safely?

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3 min read
Should This AI Agent Go Live? A 10-Question Go/No-Go Check

Should This AI Agent Go Live? A 10-Question Go/No-Go Check

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4 min read
Why Your LLM Needs a Confidence Meter Now – The U‑Space Revolution

Why Your LLM Needs a Confidence Meter Now – The U‑Space Revolution

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7 min read
AI Engineering Has Entered Its Audit Era

AI Engineering Has Entered Its Audit Era

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3 min read
Ollama num_ctx Truncated 287 of 400 Prompts and Never Told Me

Ollama num_ctx Truncated 287 of 400 Prompts and Never Told Me

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6 min read
Eleven Number-One Records: Measuring a Model That Swept Math, Science, Law and Decisions

Eleven Number-One Records: Measuring a Model That Swept Math, Science, Law and Decisions

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2 min read
What it takes to make an AI give a straight answer about a sports game

What it takes to make an AI give a straight answer about a sports game

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3 min read
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