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Surge AI Blog

56 posts indexed since 2022

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24 ↑ vs 9 last year
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Post Details

56 matching posts

Title Author Published Words HN Pts
Is Google Search Deteriorating? Measuring Google's Search Quality in 2022 Edwin Chen 2022-01-10 2,289 470
Holy $#!t: Are popular toxicity models simply profanity detectors? -- 2022-01-22 1,394 183
Moving Beyond Engagement: Optimizing Facebook's Algorithms for Human Values Edwin Chen 2022-02-10 3,086 12
Google Search is Falling Behind -- 2022-04-12 2,405 --
We asked 100 humans to draw the DALL·E prompts Edwin Chen 2022-05-12 1,120 --
How Surge AI Built OpenAI's GSM8K Dataset of 8,500 Math Problems Edwin Chen 2022-06-13 2,583 --
Humans vs. Gary Marcus vs. Slate Star Codex: When is an AI failure actually a failure? Edwin Chen 2022-06-22 2,349 --
AI Red Teams and Adversarial Data Labeling with Redwood Research -- 2022-06-28 1,484 --
30% of Google's Emotions Dataset is Mislabeled Edwin Chen 2022-07-11 1,996 --
Human Evaluation of Large Language Models: How Good is Hugging Face's BLOOM? -- 2022-07-19 3,497 --
Search Behind-the-Scenes: How Neeva Uses Human Evaluation to Measure Search Quality -- 2022-07-29 3,387 --
The $250K Inverse Scaling Prize and Human-AI Alignment -- 2022-08-15 1,558 --
Why Instagram is Losing Gen Z: We Asked 100 Users to Compare TikTok vs. Reels -- 2022-08-31 3,814 --
Evaluating Generative AI: Did Astral Codex Ten Win His Bet on AI Progress? -- 2022-09-29 3,545 --
How TikTok is Evolving the Next Generation of Search -- 2022-10-25 2,696 --
HellaSwag or HellaBad? 36% of this popular LLM benchmark contains errors Edwin Chen 2022-12-04 2,404 --
AI Red Teams for Adversarial Training: How to Make ChatGPT and LLMs Adversarially Robust -- 2022-12-12 2,582 --
We Evaluated ChatGPT vs. Google on 500 Search Queries -- 2022-12-21 3,557 --
How Anthropic uses Surge AI to Train and Evaluate Claude -- 2023-03-09 1,372 --
DALL·E 3 and Midjourney Fail Astral Codex Ten's Image Generation Bet Edwin Chen 2024-08-01 2,016 --
Bringing light to the GPT-4o vs. GPT-5 personality controversy Nick Heiner 2025-08-15 2,544 --
Unsexy AI Failures: The PDF That Broke ChatGPT -- 2025-08-25 2,102 4
Benchmarks are broken -- 2025-09-07 865 --
SWE-Bench Failures: When Coding Agents Spiral Into 693 Lines of Hallucinations Logan Ritchie 2025-09-15 3,790 22
The Human/AI Frontier: A Conversation with Bogdan Grechuk -- 2025-09-29 1,708 1
Is Sonnet 4.5 the best coding model in the world? Logan Ritchie 2025-10-08 3,102 2
A Product Take on Sonnet 4.5 Nick Heiner 2025-10-10 1,255 1
How do frontier models perform on real-world finance problems? Lily Zhao 2025-11-03 3,212 5
RL Environments and the Hierarchy of Agentic Capabilities Surge AI Research Team 2025-11-03 4,073 4
LMArena is a cancer on AI Surge AI Research Team 2025-12-01 1,585 3
Building AdvancedIF: Evolving Instruction Following Beyond IFEval and "Avoid the Letter C" -- 2025-12-06 1,916 1
AdvancedIF and Our Philosophy on Building Benchmarks -- 2025-12-07 1,420 --
Slop is a choice. Introducing Antidote. -- 2026-01-01 2,626 --
Hemingway-bench Leaderboard: Because Good Writing Isn't a Checklist of Vibes -- 2026-02-04 3,283 1
EnterpriseBench: CoreCraft – Measuring AI Agents in Chaotic, Enterprise RL Environments -- 2026-02-19 4,038 1
Riemann-bench: A Benchmark for Moonshot Mathematics -- 2026-03-24 1,154 --
GDP.pdf: Can $100B AI Models Master the Documents that Run the World? -- 2026-04-14 1,170 2
Cross-Benchmark Generalization for Long-Horizon Agentic Tasks -- 2026-05-28 2,201 --
Microsoft used Surge's human evaluation for MAI-Thinking-1 -- 2026-06-02 1,067 --
ComplexConstraints: A Benchmark for Entangled Instruction Following -- 2026-06-03 1,879 --
Anthropic cited GDP.pdf and Riemann-bench in their Fable 5 and Mythos 5 release -- 2026-06-07 1,355 --
OpenAI cites GDP.pdf in its GPT-5.6 release -- 2026-07-09 996 --
Chartography: A Benchmark for Professional Chart Understanding -- 2026-07-16 2,315 --
We Trained a Model on Office Work. It Got Better at Coding. Surge AI Research Team 2026-08-03 2,948 --
Introducing Tuesday: A Frontier Index for AI at Work -- 2026-08-18 1,855 --
Qwen 3.8 Max Scores 58.7 on the Tuesday Work Index -- 2026-08-20 1,250 --
DeepSeek V4 Pro: 59.7 on the Tuesday Work Index -- 2026-08-27 1,355 --
Fable 5.1 Scores 68.7 on the Tuesday Work Index -- 2026-09-10 1,631 --
Hill-Climbing a SWE Agent: What 1,700 Coding Tasks Taught Kimi K2.7 -- 2026-09-11 3,100 --
Helping Anthropic Build Automated Alignment Researchers -- 2026-09-15 1,098 --