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Philip — Person Summaries

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NetworkChuck · 3 min read

Push notifications stop being “something for apps” and turn into a practical automation layer once ntfy is set up as a self-hosted notification...

Self-Hosted NotificationsDocker SetupCloudflare Tunnels

SmartGPT: Major Benchmark Broken - 89.0% on MMLU + Exam's Many Errors

AI Explained · 3 min read

A widely used language-model benchmark—MMLU—has been found to contain enough flawed, ambiguous, or misformatted questions that reported “near-human”...

MMLU BenchmarkSmartGPT PromptingSelf-Consistency

OpenAI to Z Challenge

OpenAI · 2 min read

A team of finalists used deep learning plus satellite imagery to automatically flag likely archaeological sites across the Amazon rainforest, then...

Archaeological Site DetectionDeep LearningSatellite Imagery

Make with Notion 2025: How We Built This – Community Edition (Alejandra, Dave, Jenny)

Notion · 3 min read

Notion’s biggest payoff for individuals and teams isn’t just smarter pages—it’s a repeatable way to turn community knowledge into practical workflow...

Notion WorkflowsAI BlocksDatabase Builder