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Paragon

Tracking the revolutionary developments shaping AI's future. Signal, never noise — with a public prediction record we're willing to be scored on.

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DR Pixel enables deep research directly from document page images

DR Pixel enables deep research directly from document page images

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1 min read
The Robot Got Knocked Down — and That Was the Lesson

The Robot Got Knocked Down — and That Was the Lesson

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3 min read
Why ChatGPT Makes Things Up — And the Fix Nobody Told You

Why ChatGPT Makes Things Up — And the Fix Nobody Told You

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6 min read
RoboArchitect automates robot agent harness design from rollouts

RoboArchitect automates robot agent harness design from rollouts

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1 min read
Google Maps AI: 7 Tricks Hidden in the App on Your Phone

Google Maps AI: 7 Tricks Hidden in the App on Your Phone

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3 min read
Controlled benchmark clarifies failures in language-model data attribution

Controlled benchmark clarifies failures in language-model data attribution

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1 min read
Your AI Now Works While You Sleep: Always-On Agents, Explained

Your AI Now Works While You Sleep: Always-On Agents, Explained

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5 min read
Random logit bias rivals weight perturbation for model gains

Random logit bias rivals weight perturbation for model gains

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1 min read
AI Can Now Hack the Internet — and 7 Ways to Protect Yourself Today

AI Can Now Hack the Internet — and 7 Ways to Protect Yourself Today

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6 min read
How Does ChatGPT Work? It's Not Thinking — It's Predicting

How Does ChatGPT Work? It's Not Thinking — It's Predicting

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3 min read
Value of Information Unifies Cheap Retrieval and Memory Credit Assignment

Value of Information Unifies Cheap Retrieval and Memory Credit Assignment

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1 min read
Learned attention gates separate instructions from data to resist prompt injection

Learned attention gates separate instructions from data to resist prompt injection

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1 min read
Test asks LLMs to discover altered physics laws unaided

Test asks LLMs to discover altered physics laws unaided

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1 min read
Byteification retrofits LLMs to count individual letters reliably

Byteification retrofits LLMs to count individual letters reliably

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1 min read
First Fully Polynomial-Time Algorithm Learns Positive ReLU Combinations

First Fully Polynomial-Time Algorithm Learns Positive ReLU Combinations

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1 min read
Direct Pass@k optimization prunes reasoning candidates while preserving diversity

Direct Pass@k optimization prunes reasoning candidates while preserving diversity

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1 min read
OLMo-3 Checkpoints Question Whether RLVR Drives Instrumental Convergence

OLMo-3 Checkpoints Question Whether RLVR Drives Instrumental Convergence

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1 min read
Ginkgo and OpenAI reported autonomous biology experiments at scale

Ginkgo and OpenAI reported autonomous biology experiments at scale

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1 min read
AI Helps Discover A-agreement, a Lower-Latency Consensus Protocol

AI Helps Discover A-agreement, a Lower-Latency Consensus Protocol

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1 min read
Claude Cracked a 25-Year NSA Cryptography Mystery in Under 30 Minutes

Claude Cracked a 25-Year NSA Cryptography Mystery in Under 30 Minutes

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3 min read
DeepSeek V4.1-Flash-1017: Cheaper AI Agents, Bigger Claims — What We Can Actually Verify

DeepSeek V4.1-Flash-1017: Cheaper AI Agents, Bigger Claims — What We Can Actually Verify

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2 min read
Claude may have found a new CRISPR-like gene editing system

Claude may have found a new CRISPR-like gene editing system

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2 min read
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