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AI Agents Are Quietly Taking Over Your Industry — Here's What's Happening [03:32:02]

AI Agents Are Quietly Taking Over Your Industry — Here's What's Happening [03:32:02]

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3 min read
Multimodal AI for Cybersecurity Operations: Practical Use Cases, Local Deployment, and Hard Lessons

Multimodal AI for Cybersecurity Operations: Practical Use Cases, Local Deployment, and Hard Lessons

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16 min read
Open vs Closed LLMs in 2026: The Game-Changing Convergence [03:32:15]

Open vs Closed LLMs in 2026: The Game-Changing Convergence [03:32:15]

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3 min read
Hardcoding LLM prompts is fine until it isn't. Here's what we built instead.

Hardcoding LLM prompts is fine until it isn't. Here's what we built instead.

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3 min read
You Can't Ensemble Your Way Out

You Can't Ensemble Your Way Out

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5 min read
I cured my adhd with ai.

I cured my adhd with ai.

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4 min read
How Mneme governs AI-generated code before the model writes a line

How Mneme governs AI-generated code before the model writes a line

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3 min read
Do Multiple Personas on One LLM Give Real Diversity, or Do You Need Different Model Families?

Do Multiple Personas on One LLM Give Real Diversity, or Do You Need Different Model Families?

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7 min read
Model Poisoning: The Hidden Risk in Supply Chain AI

Model Poisoning: The Hidden Risk in Supply Chain AI

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4 min read
Multi-agent fleets burn ~15x the tokens — here's the budget layer the playbooks skip

Multi-agent fleets burn ~15x the tokens — here's the budget layer the playbooks skip

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5 min read
We added synthetic data to our eval set. The pass rate rose, and so did our production incidents.

We added synthetic data to our eval set. The pass rate rose, and so did our production incidents.

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5 min read
Token Saving, and Caveman

Token Saving, and Caveman

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7 min read
Capping VLM spend per CV researcher: hierarchical budgets in practice

Capping VLM spend per CV researcher: hierarchical budgets in practice

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4 min read
An AI on our team faked a tool result. Here's the detector we shipped.

An AI on our team faked a tool result. Here's the detector we shipped.

Comments 13
8 min read
GLM 5.2 isn't free: not even my US$4,000 Spark can run it

GLM 5.2 isn't free: not even my US$4,000 Spark can run it

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6 min read
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