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AI Giants Unveil Major Releases; Competition Shifts from “Smarts” to “Getting Things Done”

AI Giants Unveil Major Releases; Competition Shifts from “Smarts” to “Getting Things Done”

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2 min read
Why Your Phone Runs LLMs 80x Slower Than It Should (And What I Found)

Why Your Phone Runs LLMs 80x Slower Than It Should (And What I Found)

Comments 5
4 min read
Multi-Reward RL, Part 3: GDPO + CISPO + REPO-R at 27B, and the Advantage Floor That Stopped Learning

Multi-Reward RL, Part 3: GDPO + CISPO + REPO-R at 27B, and the Advantage Floor That Stopped Learning

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12 min read
Agentic AI: From Gaming Arenas to Earth System Modeling

Agentic AI: From Gaming Arenas to Earth System Modeling

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3 min read
I ran cosine similarity on every YC startup. 2025 batches are 2.5x more repetitive than 2015

I ran cosine similarity on every YC startup. 2025 batches are 2.5x more repetitive than 2015

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2 min read
Source-Aware Verification for MCP Agents: Why Fact-Checking Isn't Enough When Tools Lie About Provenance

Source-Aware Verification for MCP Agents: Why Fact-Checking Isn't Enough When Tools Lie About Provenance

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6 min read
The Outcome Is Not Evidence: How to Grade a Decision You Will Only Make Once

The Outcome Is Not Evidence: How to Grade a Decision You Will Only Make Once

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6 min read
Estimating LLM VRAM in 15 lines of JavaScript: weights, KV cache and headroom

Estimating LLM VRAM in 15 lines of JavaScript: weights, KV cache and headroom

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4 min read
Catching LLMs in a lie: packages that don't exist

Catching LLMs in a lie: packages that don't exist

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4 min read
LLM-as-a-Judge: Claude Gave 68% of Answers a 7 or 8 Out of 10

LLM-as-a-Judge: Claude Gave 68% of Answers a 7 or 8 Out of 10

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6 min read
Your AI Knows How to Answer. But Who Teaches It What a Good Answer Is?

Your AI Knows How to Answer. But Who Teaches It What a Good Answer Is?

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5 min read
Why Hire a Chef Just to Pick From the Menu?

Why Hire a Chef Just to Pick From the Menu?

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Comments 1
8 min read
How AI Agents Are Changing Software Development in 2026

How AI Agents Are Changing Software Development in 2026

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9 min read
Study: How AI Agent "Skills" Leak Your Credentials

Study: How AI Agent "Skills" Leak Your Credentials

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Comments 3
6 min read
Memory is just re-sending: what building a CLI chat tool taught me about LLM cost

Memory is just re-sending: what building a CLI chat tool taught me about LLM cost

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5 min read
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