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Prompt Pad: What Are Tokens?

Prompt Pad: What Are Tokens?

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1 min read
Five of My Eight Agents Left Out the Same Caveat. A Vote Would Have Made It Official.

Five of My Eight Agents Left Out the Same Caveat. A Vote Would Have Made It Official.

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16 min read
Local AI models need to be a browser feature

Local AI models need to be a browser feature

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4 min read
Economía de contexto — el 99.2 %

Economía de contexto — el 99.2 %

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6 min read
3 reglas para que tu LLM no invente justificaciones

3 reglas para que tu LLM no invente justificaciones

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6 min read
From five broken transformers versions to 4.45 seconds on the board: getting Qwen2-VL-2B's vision tower onto an RK3588

From five broken transformers versions to 4.45 seconds on the board: getting Qwen2-VL-2B's vision tower onto an RK3588

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3 min read
The 2B model scored 10%. 93% of its answers were right

The 2B model scored 10%. 93% of its answers were right

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3 min read
'Done' is the cheapest word my AI agent says

'Done' is the cheapest word my AI agent says

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3 min read
What Presidio misses for Canadian PII, and what I did about it

What Presidio misses for Canadian PII, and what I did about it

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5 min read
"Can You Make It Cheaper?" — and the Agent Booked the Order: A State-Machine Field Test of Wiper-Service-Agent

"Can You Make It Cheaper?" — and the Agent Booked the Order: A State-Machine Field Test of Wiper-Service-Agent

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13 min read
A small model decides, the big one works: routing and release gates on local LLMs

A small model decides, the big one works: routing and release gates on local LLMs

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4 min read
Limit the blast radius: prompt injection, MCP and agent permissions

Limit the blast radius: prompt injection, MCP and agent permissions

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4 min read
Release AI agents like software: transports, eval gates and a change trail

Release AI agents like software: transports, eval gates and a change trail

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4 min read
2026 Frontier Token Economics: GPT-6.1 Terra Pro vs Claude Sonnet 5.5 vs DeepSeek V4.1 (And Why Deploys Bust Your Prefix Cache)

2026 Frontier Token Economics: GPT-6.1 Terra Pro vs Claude Sonnet 5.5 vs DeepSeek V4.1 (And Why Deploys Bust Your Prefix Cache)

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5 min read
Why Do AI Models Need High-Dimensional Embeddings?

Why Do AI Models Need High-Dimensional Embeddings?

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2 min read
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