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Model Collapse: What Happens When AI Trains on AI

Model Collapse: What Happens When AI Trains on AI

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8 min read
501B Stored, 23B Awake: Reflection's Beam and the Efficiency Turn in the Open-Weight Race

501B Stored, 23B Awake: Reflection's Beam and the Efficiency Turn in the Open-Weight Race

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5 min read
The Right to Be Forgotten Is Hard for AI: Why Deleting Your Data From a Model Isn’t a Delete Button

The Right to Be Forgotten Is Hard for AI: Why Deleting Your Data From a Model Isn’t a Delete Button

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5 min read
Atlassian Now Trains Its AI on Your Work by Default — and Full Opt-Out Is an Enterprise Feature

Atlassian Now Trains Its AI on Your Work by Default — and Full Opt-Out Is an Enterprise Feature

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5 min read
LLMs Reward Expertise: A Shift in AI Agent Design

LLMs Reward Expertise: A Shift in AI Agent Design

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2 min read
llms.txt v2: What the Spec Says, and What 137,000 Domains Show

llms.txt v2: What the Spec Says, and What 137,000 Domains Show

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12 min read
Why AI Benchmarks Mean Less Than You Think

Why AI Benchmarks Mean Less Than You Think

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6 min read
AI Hallucinations Are Still Not Solved

AI Hallucinations Are Still Not Solved

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6 min read
RAG vs. Fine-Tuning: The AI Engineer's Decision Framework

RAG vs. Fine-Tuning: The AI Engineer's Decision Framework

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3 min read
‘It Answers in Poetry Now’: A Week of Users Saying Their AI Got Wordier and Worse

‘It Answers in Poetry Now’: A Week of Users Saying Their AI Got Wordier and Worse

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8 min read
A question about AI I've been carrying for a while

A question about AI I've been carrying for a while

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5 min read
PoPE: Placebo-Controlled Evaluation Challenges Error-Conditioned Self-Repair in Small Code LLMs

PoPE: Placebo-Controlled Evaluation Challenges Error-Conditioned Self-Repair in Small Code LLMs

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3 min read
UniClawBench: A New Benchmark for Proactive AI Agents in Real-World Scenarios

UniClawBench: A New Benchmark for Proactive AI Agents in Real-World Scenarios

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3 min read
IdeaGene-Bench: A New Benchmark for Scientific Lineage Reasoning in AI

IdeaGene-Bench: A New Benchmark for Scientific Lineage Reasoning in AI

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4 min read
The Thinking Inside the LLM Clichés

The Thinking Inside the LLM Clichés

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7 min read
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