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#2172: Council of Models: How Karpathy Built AI Peer Review
Andrej Karpathy's llm-council uses anonymized peer review to make language models evaluate each other fairly—but can it really suppress model bias?
#2171: How IQT Labs Built a Wargaming LLM (Then Archived It)
A deep code review of Snowglobe, IQT Labs' open-source LLM wargaming system that ran real national security simulations before being archived. What...
#2170: Pricing Agentic AI When Nothing's Predictable
How do you charge fixed prices for systems that operate in fundamental uncertainty? Consultants are discovering frameworks that work—but they requi...
#2169: How Enterprises Are Rethinking Agent Frameworks
Twelve major agentic AI frameworks exist—yet many serious developers avoid them entirely. What patterns emerge in real enterprise adoption?
#2168: What Serious Agentic AI Developers Actually Need to Know
Python, TypeScript, LangGraph, and the frameworks reshaping how agents work. A technical map of the skills and concepts that separate prototypes fr...
#2167: Sync vs. Async: Architecting Agents for Scale
Why most enterprise AI agents fail in production has less to do with models and more to do with whether they're built synchronously or asynchronously.
#2166: Code vs. Canvas: How Developers Pick Their Tools
LangGraph or Flowise? The honest answer isn't obvious. Developers gain speed and integrations with visual builders—but lose version control, testin...
#2165: Strip Your Agent to Bash
The frameworks matter less than you think. What separates a working agent from a failing one is the harness—the orchestration, memory, and tool des...
#2164: Getting the Most From Large Context Windows
Frontier models have million-token context windows, but attention degrades well before you hit the limit. New research reveals why bigger isn't bet...
#2163: Designing Autonomy Boundaries for AI Agents
Production data reveals a surprising truth: fully autonomous AI agents waste 98% of their context window on tool descriptions. Here's why the indus...
#2162: When Knowledge Work Stops Being Safe
The knowledge economy promised safety from automation. Then AI arrived. Here's how we got here—and why the disruption this time is different.
#2160: Claude's Latency Profile and SLA Guarantees
Claude is measurably slower than competitors—and Anthropic's SLA promises are even thinner than the latency numbers suggest. What enterprises actua...
#2159: When the State Protects Politicians, Not People
A family sheltering from Iranian missiles while their government issues parking tickets and funds sectarian interests raises a brutal question: has...
#2158: Claude Managed Agents: Brain Versus Hands
Anthropic's new Managed Agents service runs your agent loop on their infrastructure. Here's what you gain, what you lose, and who it's actually for.
#2157: Do You Become More You?
New research shows personality is shaped by genes, early environment, and their interaction—not just nature or nurture.
#2156: Think Tank Funding and the Art of Academic Laundering
Foreign governments are funding U.S. think tanks through complex financial networks to shape policy, often bypassing transparency laws.
#2155: Public Affairs vs. Lobbying: Shaping the Battlefield
Lobbying is just one tool. Public affairs shapes the entire regulatory battlefield—from AI laws to supply chains.
#2154: Iran's Shadow Architecture Beyond Missiles
Iran's power isn't just military proxies. Discover the hidden financial, religious, and diplomatic networks that keep Tehran relevant.
#2153: How Lobbying Actually Works in DC
Federal lobbying hit $6B in 2025. Here’s what a lobbyist actually does all day—and why the system regulates itself.
#2152: A Baby's Mouth Is a Lab-Grade Sensor
Why crawling babies put everything in their mouths, and how to balance safety with exploration.