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[@arcprize](/creator/twitter/arcprize)
"We're excited to share this preview of ARC-AGI-3. This is just the beginning Visit to learn more"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260385398722761) 2025-07-18 17:26:50 UTC 24.9K followers, 8664 engagements


"We create benchmarks that highlight the gap between human generalization and machine patternmatching ARCAGI1 (2019) challenged deeplearning ARCAGI2 (2025) challenges static reasoning models"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260368332104148) 2025-07-18 17:26:46 UTC 24.9K followers, 9812 engagements


"Today we're announcing a preview of ARC-AGI-3 the Interactive Reasoning Benchmark with the widest gap between easy for humans and hard for AI Were releasing: * X games (environments) * $10K agent contest * AI agents API Starting scores - Frontier AI: X% Humans: 100%"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260363256996244) 2025-07-18 17:26:45 UTC 24.9K followers, 333.1K engagements


"Were working to reproduce Qwen 3s reported XX% on ARC-AGI-1. This score is not yet verified. Reminder all scores on the ARC-AGI Leaderboard reflect our own verified testing on our semi-private holdout set"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1947996978228711559) 2025-07-23 12:27:26 UTC 24.9K followers, 30K engagements


"Learn from others that have tried ARC-AGI-3 First up @AlexReibman @ @AgentOpsAI"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1947733030912856128) 2025-07-22 18:58:36 UTC 24.9K followers, 2864 engagements


"ARC-AGI-3 Agent Competition (27 days left) $10K prize pool in partnership with @huggingface Your first submission is X lines of code away Here are quick-start templates from @LangChainAI @AgentOpsAI and @AnthropicAI and lessons learned from devs who've tried ARC-AGI-3 🧵"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1947733025359597605) 2025-07-22 18:58:35 UTC 24.9K followers, 11.7K engagements


".@fchollet presenting at @ycombinator Start Up School He presents on: * The path to AGI * ARC-AGI-3 * How intelligence is building *new skills* not maximizing memorization"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1940794238519930919) 2025-07-03 15:26:19 UTC 24.9K followers, 21.7K engagements


"Hear @GregKamradt talk about ARC-AGI-3 with @swyx and @FanaHOVA on @latentspacepod * Why interactive benchmarks * Defining Intelligence * Play through of ARC-AGI-3 games"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946311135990608168) 2025-07-18 20:48:30 UTC 24.9K followers, 11.6K engagements


"Grok X (Thinking) achieves new SOTA on ARC-AGI-2 with XXXX% This nearly doubles the previous commercial SOTA and tops the current Kaggle competition SOTA"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1943168950763950555) 2025-07-10 04:42:34 UTC 24.9K followers, 7.2M engagements


"Agents are now the frontier. They perceive plan act remember adapt. Static puzzles arent equipped to grade that loop We need interactive benchmarks that test worldmodel building and longhorizon planning under sparse feedback"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260371289088444) 2025-07-18 17:26:46 UTC 24.9K followers, 8402 engagements


"Enter ARCAGI3 X brandnew games. Easy for humans out of reach for todays best AI models X games are live today X will go live in August"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260374590005308) 2025-07-18 17:26:47 UTC 24.9K followers, 7925 engagements


"ARC-AGI-3 Preview games need to be pressure tested. Were hosting a 30-day agent competition in partnership with @huggingface Were calling on the community to build agents (and win money)"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260382890463487) 2025-07-18 17:26:49 UTC 24.9K followers, 23.9K engagements


"Agent Templates To get started on ARC-AGI-3 agent competition head over to There you'll find our "Hello World" templates - best place to start is with the random agent"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1947733027783909730) 2025-07-22 18:58:35 UTC 24.9K followers, XXX engagements


"* ARC-AGI Leaderboard: * Reproduce results: * Model output v1: * Model output v2: Testing Policy:"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1948453134453669908) 2025-07-24 18:40:02 UTC 24.9K followers, 6048 engagements


"New ARC Prize 2025 High Score XXXX% by Giotto. ai (@podesta_aldo)"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1948822363254198380) 2025-07-25 19:07:13 UTC 24.9K followers, 26.7K engagements


"Qwen3-235b-a22b Instruct-2507 ARC-AGI Semi Private Eval * ARC-AGI-1: XX% $0.003/task * ARC-AGI-2: XXX% $0.004/task"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1948453132184494471) 2025-07-24 18:40:01 UTC 24.9K followers, 164.1K engagements


"Your ability to efficiently adapt to novelty defines your intelligence not your performance on a single-skill Harder puzzles dont prove smarter AI but rather its ability to learn new rules does ARC Prize exists to operationalize that insight"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260366838931919) 2025-07-18 17:26:45 UTC 24.9K followers, 11.2K engagements


"Agent Templates++ We partnered with LangChain AgentOps HuggingFace and Anthropic to create even better templates Check them out here:"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1947733029344186668) 2025-07-22 18:58:35 UTC 24.8K followers, XXX engagements


"ARC-AGI API ships today Plug in any LLM RL or hybrid agent train locally test against our servers"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260376951398590) 2025-07-18 17:26:48 UTC 24.9K followers, 8450 engagements


"New ARC Prize 2025 High Score XXXX% by Giotto. ai (@podesta_aldo)"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1947308508887552174) 2025-07-21 14:51:42 UTC 24.9K followers, 34.8K engagements


"Thank you to the @xai team for working with us to validate Grok 4's score and inviting us to the watch the live stream"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1943168955956572649) 2025-07-10 04:42:36 UTC 24.9K followers, 79.2K engagements


"o3 (left) and Grok X (right) replays below spoiler: neither complete a single level"  
![@arcprize Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1773935160192647168.png) [@arcprize](/creator/x/arcprize) on [X](/post/tweet/1946260379405066372) 2025-07-18 17:26:48 UTC 24.9K followers, 75.8K engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@arcprize "We're excited to share this preview of ARC-AGI-3. This is just the beginning Visit to learn more"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:50 UTC 24.9K followers, 8664 engagements

"We create benchmarks that highlight the gap between human generalization and machine patternmatching ARCAGI1 (2019) challenged deeplearning ARCAGI2 (2025) challenges static reasoning models"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:46 UTC 24.9K followers, 9812 engagements

"Today we're announcing a preview of ARC-AGI-3 the Interactive Reasoning Benchmark with the widest gap between easy for humans and hard for AI Were releasing: * X games (environments) * $10K agent contest * AI agents API Starting scores - Frontier AI: X% Humans: 100%"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:45 UTC 24.9K followers, 333.1K engagements

"Were working to reproduce Qwen 3s reported XX% on ARC-AGI-1. This score is not yet verified. Reminder all scores on the ARC-AGI Leaderboard reflect our own verified testing on our semi-private holdout set"
@arcprize Avatar @arcprize on X 2025-07-23 12:27:26 UTC 24.9K followers, 30K engagements

"Learn from others that have tried ARC-AGI-3 First up @AlexReibman @ @AgentOpsAI"
@arcprize Avatar @arcprize on X 2025-07-22 18:58:36 UTC 24.9K followers, 2864 engagements

"ARC-AGI-3 Agent Competition (27 days left) $10K prize pool in partnership with @huggingface Your first submission is X lines of code away Here are quick-start templates from @LangChainAI @AgentOpsAI and @AnthropicAI and lessons learned from devs who've tried ARC-AGI-3 🧵"
@arcprize Avatar @arcprize on X 2025-07-22 18:58:35 UTC 24.9K followers, 11.7K engagements

".@fchollet presenting at @ycombinator Start Up School He presents on: * The path to AGI * ARC-AGI-3 * How intelligence is building new skills not maximizing memorization"
@arcprize Avatar @arcprize on X 2025-07-03 15:26:19 UTC 24.9K followers, 21.7K engagements

"Hear @GregKamradt talk about ARC-AGI-3 with @swyx and @FanaHOVA on @latentspacepod * Why interactive benchmarks * Defining Intelligence * Play through of ARC-AGI-3 games"
@arcprize Avatar @arcprize on X 2025-07-18 20:48:30 UTC 24.9K followers, 11.6K engagements

"Grok X (Thinking) achieves new SOTA on ARC-AGI-2 with XXXX% This nearly doubles the previous commercial SOTA and tops the current Kaggle competition SOTA"
@arcprize Avatar @arcprize on X 2025-07-10 04:42:34 UTC 24.9K followers, 7.2M engagements

"Agents are now the frontier. They perceive plan act remember adapt. Static puzzles arent equipped to grade that loop We need interactive benchmarks that test worldmodel building and longhorizon planning under sparse feedback"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:46 UTC 24.9K followers, 8402 engagements

"Enter ARCAGI3 X brandnew games. Easy for humans out of reach for todays best AI models X games are live today X will go live in August"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:47 UTC 24.9K followers, 7925 engagements

"ARC-AGI-3 Preview games need to be pressure tested. Were hosting a 30-day agent competition in partnership with @huggingface Were calling on the community to build agents (and win money)"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:49 UTC 24.9K followers, 23.9K engagements

"Agent Templates To get started on ARC-AGI-3 agent competition head over to There you'll find our "Hello World" templates - best place to start is with the random agent"
@arcprize Avatar @arcprize on X 2025-07-22 18:58:35 UTC 24.9K followers, XXX engagements

"* ARC-AGI Leaderboard: * Reproduce results: * Model output v1: * Model output v2: Testing Policy:"
@arcprize Avatar @arcprize on X 2025-07-24 18:40:02 UTC 24.9K followers, 6048 engagements

"New ARC Prize 2025 High Score XXXX% by Giotto. ai (@podesta_aldo)"
@arcprize Avatar @arcprize on X 2025-07-25 19:07:13 UTC 24.9K followers, 26.7K engagements

"Qwen3-235b-a22b Instruct-2507 ARC-AGI Semi Private Eval * ARC-AGI-1: XX% $0.003/task * ARC-AGI-2: XXX% $0.004/task"
@arcprize Avatar @arcprize on X 2025-07-24 18:40:01 UTC 24.9K followers, 164.1K engagements

"Your ability to efficiently adapt to novelty defines your intelligence not your performance on a single-skill Harder puzzles dont prove smarter AI but rather its ability to learn new rules does ARC Prize exists to operationalize that insight"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:45 UTC 24.9K followers, 11.2K engagements

"Agent Templates++ We partnered with LangChain AgentOps HuggingFace and Anthropic to create even better templates Check them out here:"
@arcprize Avatar @arcprize on X 2025-07-22 18:58:35 UTC 24.8K followers, XXX engagements

"ARC-AGI API ships today Plug in any LLM RL or hybrid agent train locally test against our servers"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:48 UTC 24.9K followers, 8450 engagements

"New ARC Prize 2025 High Score XXXX% by Giotto. ai (@podesta_aldo)"
@arcprize Avatar @arcprize on X 2025-07-21 14:51:42 UTC 24.9K followers, 34.8K engagements

"Thank you to the @xai team for working with us to validate Grok 4's score and inviting us to the watch the live stream"
@arcprize Avatar @arcprize on X 2025-07-10 04:42:36 UTC 24.9K followers, 79.2K engagements

"o3 (left) and Grok X (right) replays below spoiler: neither complete a single level"
@arcprize Avatar @arcprize on X 2025-07-18 17:26:48 UTC 24.9K followers, 75.8K engagements

creator/twitter::1773935160192647168/posts
/creator/twitter::1773935160192647168/posts