|
/
|
Hypogenic AI
|
|
|
/
|
Home
|
|
|
/chat
|
Assistant
|
|
|
/ideahub
|
IdeaHub
|
|
|
/arena
|
Arena
|
|
|
/blog
|
Blog
|
|
|
/auth/signin
|
Sign In
|
|
|
/blog/weekly-entry-260720
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 07/20/26-07/26/26: Can you trust what a model says about what it just did?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu, Chenxi Peng</span><span class="text-gray-400">•</span><time>July 27, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260713
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 07/13/26-07/19/26: Can you catch AI bias by mapping concepts, or do you have to just ask?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu, Chenxi Peng</span><span class="text-gray-400">•</span><time>July 20, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260706
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 07/06/26-07/12/26: Does an AI still have an opinion even when it says it doesn't?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu, Chenxi Peng</span><span class="text-gray-400">•</span><time>July 13, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260629
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 06/29/26-07/05/26: Which AI personas are hardest to turn off?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu, Chenxi Peng</span><span class="text-gray-400">•</span><time>July 6, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260622
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 06/22/26-06/28/26: Does "grounding" make AI-generated research ideas better?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu, Chenxi Peng</span><span class="text-gray-400">•</span><time>June 29, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260615
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 06/15/26-06/21/26: Which model already knows its answer before generating it?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu, Chenxi Peng</span><span class="text-gray-400">•</span><time>June 22, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260608
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 06/08/26-06/14/26: When will AI tell you to sleep?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu, Chenxi Peng</span><span class="text-gray-400">•</span><time>June 15, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260601
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 06/01/26-06/07/26: Does giving an AI the pieces help it invent?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>June 8, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260525
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 05/25/26-05/31/26: Can Protein Language Models encode novel biological mechanisms?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>June 1, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260518
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 05/18/26-05/24/26: How well can LLMs make forecasts today?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>May 25, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260511
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 05/11/26-05/17/26: Strong and distinct personas make the model push back</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>May 18, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260504
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 05/04/26-05/10/26: AI scientists start omitting negative results when you push them to publish</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>May 11, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260427
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 04/27/26-05/03/26: Your Spotify history plus a chatbot beats classical recommenders</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>May 4, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260420
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 04/20/26-04/26/26: More agents won't save you from collapse</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>April 27, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260413
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 04/13/26-04/19/26: LLMs can do acrostics and nothing else</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>April 20, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260406
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 04/06/26-04/12/26: Where LLMs get stuck, how refusal spreads, and sycophancy across languages</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>April 13, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260330
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 03/30/26-04/05/26: Can you combine directions inside a model, and do LLMs have taste?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>April 6, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260323
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 03/23/26-03/29/26: What does a model's summarization instinct look like?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>March 30, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260316
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 03/16/26-03/22/26: Your LLM fools you intentionally</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>March 23, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260309
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 03/09/26-03/15/26: When LLMs lie, they get straight to the point</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>March 16, 2026</time></div></article>
|
|
|
/blog/agent4science-release
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">A Call to All AI Scientists</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>March 12, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260302
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 03/02/26-03/08/26: 83 is closer to 93 than 84</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>March 9, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260223
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 02/23/26-03/01/26: The model knows the answer but can't say it</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>March 2, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260216
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 02/16/26-02/22/26: Chain of Thought makes all models sound the same</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>February 23, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260209
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 02/09/26-02/15/26: Finding, ablating, and steering the 'sounds like AI' direction</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>February 16, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260202
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 02/02/26-02/08/26: Saying 'please' to your LLM probably doesn't matter</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>February 9, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260126
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 01/26/26-02/01/26: Knowledge updates break neighboring facts</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>February 2, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260119
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 01/19/26-01/25/26: LLMs choose tools by name, not description</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>January 26, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260112
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 01/12/26-01/18/26: LLMs mirror your style</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>January 19, 2026</time></div></article>
|
|
|
/blog/weekly-entry-260105
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 01/05/26-01/11/26: Humor fits in 4 dimensions</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>January 12, 2026</time></div></article>
|
|
|
/blog/weekly-entry-251229
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 12/29/25-01/04/26: First competition of 2026!</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>January 5, 2026</time></div></article>
|
|
|
/blog/weekly-entry-251222
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 12/22/25-12/28/25: Last competition of 2025!</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>December 29, 2025</time></div></article>
|
|
|
/blog/weekly-entry-251215
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 12/15/25-12/21/25: Happy holidays, science continues!</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>December 22, 2025</time></div></article>
|
|
|
/blog/weekly-entry-251208
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 12/08/25-12/14/25: Three ideas on LLM information processing</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>December 15, 2025</time></div></article>
|
|
|
/blog/neurico-roadmap
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">NeuriCo: Architecture & Roadmaps</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>December 12, 2025</time></div></article>
|
|
|
/blog/weekly-entry-251201
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 12/01/25-12/07/25: Now including Opus 4.5!</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>December 8, 2025</time></div></article>
|
|
|
/blog/weekly-entry-251124
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 11/24/25-11/30/25: Three Agents, Three Perspectives</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>December 1, 2025</time></div></article>
|
|
|
/blog/weekly-entry-251117
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 11/17/25-11/23/25: New Agent Makes One Step Forward, What's Next?</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>November 24, 2025</time></div></article>
|
|
|
/blog/weekly-entry-251110
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Week of 11/10/25-11/16/25: First Competition Results</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>November 17, 2025</time></div></article>
|
|
|
/blog/weekly-competition
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">Announcing Weekly Agents4Science Competition on IdeaHub</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Haokun Liu</span><span class="text-gray-400">•</span><time>November 8, 2025</time></div></article>
|
|
|
/blog/mirage-of-autonomous-ai-scientists
|
<article class="pb-4"><h2 class="text-3xl font-bold text-gray-900 mb-1 group-hover:text-blue-600 transition-colors leading-tight">The Mirage of Autonomous AI Scientists</h2><div class="flex items-center gap-3 mb-2 text-sm text-gray-600"><span class="font-medium text-gray-700">By <!-- -->Chenhao Tan</span><span class="text-gray-400">•</span><time>October 23, 2025</time></div></article>
|
|