GISAXS - Recent changes [en]

AI understanding

KevinYager — Mon, 06 Apr 2026 21:18:48 GMT

‎Psychology

AI video

KevinYager — Sun, 05 Apr 2026 01:19:56 GMT

‎April 2026

AI and Humans

KevinYager — Sun, 05 Apr 2026 00:57:07 GMT

‎AI improves human work

Talk:AI video

KevinYager — Sat, 04 Apr 2026 23:28:37 GMT

‎Others for Consideration

AI video

KevinYager — Thu, 02 Apr 2026 18:39:50 GMT

‎March 2026

AI Agents

KevinYager — Thu, 02 Apr 2026 17:55:33 GMT

‎Automated Improvement

AI understanding

KevinYager — Thu, 02 Apr 2026 17:48:25 GMT

‎Psychology

AI and Humans

KevinYager — Thu, 02 Apr 2026 15:31:07 GMT

‎AI Persuasion of Humans

Science Agents

KevinYager — Thu, 02 Apr 2026 13:40:40 GMT

‎(Pre) Generate Articles

AI

KevinYager — Tue, 31 Mar 2026 19:24:32 GMT

‎News

AI compute

KevinYager — Tue, 31 Mar 2026 15:04:01 GMT

‎Energy Use

AI video

KevinYager — Mon, 30 Mar 2026 18:10:40 GMT

‎March 2026

Talk:AI video

KevinYager — Mon, 30 Mar 2026 16:39:01 GMT

‎Others for Consideration

AI safety

KevinYager — Mon, 30 Mar 2026 16:37:15 GMT

‎Status

Science Agents

KevinYager — Mon, 30 Mar 2026 15:05:29 GMT

‎Literature

AI tools

KevinYager — Thu, 26 Mar 2026 20:03:15 GMT

‎Open Source

Human brain

KevinYager — Thu, 26 Mar 2026 16:28:52 GMT

‎Brain signal decoding

AI video

KevinYager — Tue, 24 Mar 2026 22:39:08 GMT

‎March 2026

Science Agents

KevinYager — Tue, 24 Mar 2026 19:22:25 GMT

‎Specific

AI video

KevinYager — Tue, 24 Mar 2026 19:12:11 GMT

‎March 2026

AI predictions

KevinYager — Tue, 24 Mar 2026 18:59:56 GMT

‎Economic and Political

Science Agents

KevinYager — Tue, 24 Mar 2026 15:40:38 GMT

‎Science Agentic Components

Human brain

KevinYager — Mon, 23 Mar 2026 17:33:56 GMT

‎Understanding

AI predictions

KevinYager — Mon, 23 Mar 2026 17:29:59 GMT

‎Alignment

Science Agents

KevinYager — Mon, 23 Mar 2026 17:23:46 GMT

‎Math

AI creativity

KevinYager — Mon, 23 Mar 2026 17:19:47 GMT

‎Research

Science Agents

KevinYager — Mon, 23 Mar 2026 17:16:21 GMT

‎Autonomous Ideation

AI and Humans

KevinYager — Mon, 23 Mar 2026 17:14:13 GMT

‎Human well-being

AI research trends

KevinYager — Mon, 23 Mar 2026 17:11:22 GMT

‎Context Length

AI creativity

KevinYager — Mon, 23 Mar 2026 17:07:23 GMT

‎Research

AI and Humans

KevinYager — Mon, 23 Mar 2026 17:07:15 GMT

‎Creativity

AI video

KevinYager — Thu, 19 Mar 2026 18:52:19 GMT

‎March 2026

AI safety

KevinYager — Thu, 19 Mar 2026 17:55:58 GMT

‎Description of Safety Concerns

AI understanding

KevinYager — Wed, 18 Mar 2026 17:37:50 GMT

‎Psychology

AI safety

KevinYager — Wed, 18 Mar 2026 17:37:10 GMT

‎Research

AI and Humans

KevinYager — Wed, 18 Mar 2026 17:07:46 GMT

‎Human Sentiment towards AI

Science Agents

KevinYager — Wed, 18 Mar 2026 14:10:44 GMT

‎Science Agents

AI and Humans

KevinYager — Wed, 18 Mar 2026 12:53:18 GMT

‎AI improves learning/education

AI understanding

KevinYager — Wed, 18 Mar 2026 12:52:09 GMT

‎Failure Modes

AI video

KevinYager — Mon, 16 Mar 2026 21:54:35 GMT

‎March 2026

AI and Humans

KevinYager — Mon, 16 Mar 2026 18:46:56 GMT

‎Science

Science Agents

KevinYager — Mon, 16 Mar 2026 15:56:05 GMT

‎Commercial

@@ Line 375: / Line 375: @@
 * 2025-05: [https://arxiv.org/abs/2505.17117 From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning]
 * 2025-07: [https://papers.ssrn.com/sol3/papers.cfm?abstract_id=5357179 Call Me A Jerk: Persuading AI to Comply with Objectionable Requests]
 * 2026-01: [https://arxiv.org/abs/2601.06047 "They parted illusions -- they parted disclaim marinade": Misalignment as structural fidelity in LLMs]
 * 2026-02: [https://arxiv.org/abs/2602.02606 Gender Dynamics and Homophily in a Social Network of LLM Agents]

← Older revision		Revision as of 01:19, 5 April 2026
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	* April 2026: Examples:		* April 2026: Examples:
	** [https://x.com/aiordieshow/status/2039679896650125391?s=20 Soothent Paste] (45s)		** [https://x.com/aiordieshow/status/2039679896650125391?s=20 Soothent Paste] (45s)
		+	** [https://x.com/heydin_ai/status/2040342454193516761?s=20 NEXII] (2m, music video, Seedance 2.0)

@@ Line 173: / Line 173: @@
 * 2025-10: [https://arxiv.org/abs/2510.12049 Generative AI and Firm Productivity: Field Experiments in Online Retail]
 * 2025-10: Wharton: [https://knowledge.wharton.upenn.edu/special-report/2025-ai-adoption-report/ 2025 AI Adoption Report] (75% report positive ROI)
 ===Coding===

← Older revision		Revision as of 23:28, 4 April 2026
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	* March 2026: Examples:		* March 2026: Examples:
	** [https://x.com/aimikoda/status/2038285542727487827?s=20 Fashion sequence] (15s, Seedance 2.0)		** [https://x.com/aimikoda/status/2038285542727487827?s=20 Fashion sequence] (15s, Seedance 2.0)
		+	* April 2026: Examples:
		+	** [https://x.com/ganziboy11/status/2040413277122068781?s=20 Zephyr] (2.5m, Higgsfield Seedance 2.0)

← Older revision		Revision as of 18:39, 2 April 2026
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	* March 2026: [https://higgsfield.ai/original-series Higgsfield Original Series]		* March 2026: [https://higgsfield.ai/original-series Higgsfield Original Series]
	* March 2026: [https://app.pixverse.ai/onboard Pixverse v6] ([https://x.com/fal/status/2038655807483490613?s=20 example])		* March 2026: [https://app.pixverse.ai/onboard Pixverse v6] ([https://x.com/fal/status/2038655807483490613?s=20 example])
		+
		+	====April 2026====
		+	* April 2026: Examples:
		+	** [https://x.com/aiordieshow/status/2039679896650125391?s=20 Soothent Paste] (45s)

@@ Line 451: / Line 451: @@
 * 2024-08: [https://arxiv.org/abs/2408.02666 Self-Taught Evaluators]: Iterative self-improvement through generation of synthetic data and evaluation
 * 2025-05: [https://arxiv.org/abs/2505.22954 Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents] ([https://github.com/jennyzzt/dgm code], [https://sakana.ai/dgm/ project])
 =See Also=

@@ Line 379: / Line 379: @@
 * 2026-02: [https://arxiv.org/abs/2602.01689 What LLMs Think When You Don't Tell Them What to Think About?]
 * 2026-03: [https://truthful.ai/consciousness_cluster.pdf The Consciousness Cluster: Preferences of Models that Claim to be Conscious]
 ==Persona Simulator Theory==

@@ Line 331: / Line 331: @@
 * 2025-04: [https://drive.google.com/file/d/1Eo4SHrKGPErTzL1t_QmQhfZGU27jKBjx/edit Can AI Change Your View? Evidence from a Large-Scale Online Field Experiment]
 ** [https://www.404media.co/researchers-secretly-ran-a-massive-unauthorized-ai-persuasion-experiment-on-reddit-users/ Researchers Secretly Ran a Massive, Unauthorized AI Persuasion Experiment on Reddit Users]
 * 2025-05: [https://arxiv.org/abs/2505.09662 Large Language Models Are More Persuasive Than Incentivized Human Persuaders]
 * 2025-07: [https://arxiv.org/abs/2507.13919 The Levers of Political Persuasion with Conversational AI]
-* 2025-12: [https://www.science.org/doi/10.1126/science.aea3884 The levers of political persuasion with conversational artificial intelligence]
+** 2025-12: [https://www.science.org/doi/10.1126/science.aea3884 The levers of political persuasion with conversational artificial intelligence]
 * 2025-12: [https://www.nature.com/articles/s41586-025-09771-9 Persuading voters using human–artificial intelligence dialogues]

@@ Line 21: / Line 21: @@
 * 2024-02: [https://arxiv.org/abs/2408.07055 LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs] ([https://github.com/THUDM/LongWriter code])
 * 2024-08: Scientific papers: [https://arxiv.org/abs/2408.06292 The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery]
 * 2024-09: PaperQA2: [https://paper.wikicrow.ai/ Language Models Achieve Superhuman Synthesis of Scientific Knowledge] ([https://x.com/SGRodriques/status/1833908643856818443 𝕏 post], [https://github.com/Future-House/paper-qa code])
 * 2025-03: [https://arxiv.org/abs/2503.18866 Reasoning to Learn from Latent Thoughts]
@@ Line 312: / Line 313: @@
 *** [https://x.com/roydanroy/status/2026804567178953048?s=20 Google DeepMind]
 *** [https://x.com/mehtaab_sawhney/status/2026716221933343147?s=20 Using OpenAI internal model] (paper: [https://cdn.openai.com/infinite-sets/main_single_clean3.pdf On infinite sets with no 3 on a line])
 * 2026-01: [https://arxiv.org/abs/2601.07222 The motivic class of the space of genus 0 maps to the flag variety]
 * 2026-02: Google DeepMind: [https://arxiv.org/abs/2602.10177 Towards Autonomous Mathematics Research]

@@ Line 42: / Line 42: @@
 [http://yager-research.ca/category/news/ Newsletters released here]. Posts:
 ===2026===
 * [http://yager-research.ca/2026/02/ai-news-2026-02-28/ AI News 2026-02-28]
 * [http://yager-research.ca/2026/01/ai-news-2026-01-31/ AI News 2026-01-31]

← Older revision		Revision as of 15:04, 31 March 2026
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	==Water Use==		==Water Use==
	* [https://andymasley.substack.com/p/the-ai-water-issue-is-fake The AI water issue is fake. On the national, local, and personal level.]		* [https://andymasley.substack.com/p/the-ai-water-issue-is-fake The AI water issue is fake. On the national, local, and personal level.]
		+
		+	==Heat Exhaust==
		+	* 2026-03: [https://blog.andymasley.com/p/data-centers-heat-exhaust-is-not Data centers' heat exhaust is not raising the land temperature around where they're built]

← Older revision		Revision as of 18:10, 30 March 2026
(One intermediate revision by the same user not shown)
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	** [https://x.com/maxescu/status/2036434854435315868?s=20 Cinematic scenes] (3.5m, comedy, [https://lumalabs.ai/uni-1 Luma Uni-1 Agent])		** [https://x.com/maxescu/status/2036434854435315868?s=20 Cinematic scenes] (3.5m, comedy, [https://lumalabs.ai/uni-1 Luma Uni-1 Agent])
	* March 2026: [https://higgsfield.ai/original-series Higgsfield Original Series]		* March 2026: [https://higgsfield.ai/original-series Higgsfield Original Series]
		+	* March 2026: [https://app.pixverse.ai/onboard Pixverse v6] ([https://x.com/fal/status/2038655807483490613?s=20 example])

← Older revision		Revision as of 16:39, 30 March 2026
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	* January 2026: Examples:		* January 2026: Examples:
	** [https://x.com/AngryTomtweets/status/2008990455661515071?s=20 Egg Protein] (2m)		** [https://x.com/AngryTomtweets/status/2008990455661515071?s=20 Egg Protein] (2m)
		+	* March 2026: Examples:
		+	** [https://x.com/aimikoda/status/2038285542727487827?s=20 Fashion sequence] (15s, Seedance 2.0)

@@ Line 55: / Line 55: @@
 * 2025-01: [https://assets.publishing.service.gov.uk/media/679a0c48a77d250007d313ee/International_AI_Safety_Report_2025_accessible_f.pdf International Safety Report: The International Scientific Report on the Safety of Advanced AI (January 2025)]
 * [https://ailabwatch.org/ AI Lab Watch] (safety scorecard)
 ==Assessmment==

@@ Line 4: / Line 4: @@
 ==Literature==
 * [https://www.alphaxiv.org/explore alphaXiv | Explore]: Understand arXiv papers
 ===LLM extract data from papers===

← Older revision		Revision as of 18:52, 19 March 2026
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	** Live-action Evangelion: [https://x.com/NACHOS2D_/status/2032401289653461052?s=20 part 1] (4.5m), [https://x.com/NACHOS2D_/status/2032778868361203770?s=20 part 2] (3.5m), [https://x.com/NACHOS2D_/status/2033126071151837491?s=20 part 3] (2.5m)		** Live-action Evangelion: [https://x.com/NACHOS2D_/status/2032401289653461052?s=20 part 1] (4.5m), [https://x.com/NACHOS2D_/status/2032778868361203770?s=20 part 2] (3.5m), [https://x.com/NACHOS2D_/status/2033126071151837491?s=20 part 3] (2.5m)
	** [https://x.com/lexx_aura/status/2033589846216741293?s=20 to love Wu Yong] (5m)		** [https://x.com/lexx_aura/status/2033589846216741293?s=20 to love Wu Yong] (5m)
		+	* March 2026: [https://higgsfield.ai/original-series Higgsfield Original Series]

← Older revision		Revision as of 21:54, 16 March 2026
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	** Micro-movie (Chinese): [https://x.com/yyyole/status/2029225419669684418?s=20 episode 1], [https://x.com/yyyole/status/2030850450464112675?s=20 episode 2]		** Micro-movie (Chinese): [https://x.com/yyyole/status/2029225419669684418?s=20 episode 1], [https://x.com/yyyole/status/2030850450464112675?s=20 episode 2]
	** Live-action Evangelion: [https://x.com/NACHOS2D_/status/2032401289653461052?s=20 part 1] (4.5m), [https://x.com/NACHOS2D_/status/2032778868361203770?s=20 part 2] (3.5m), [https://x.com/NACHOS2D_/status/2033126071151837491?s=20 part 3] (2.5m)		** Live-action Evangelion: [https://x.com/NACHOS2D_/status/2032401289653461052?s=20 part 1] (4.5m), [https://x.com/NACHOS2D_/status/2032778868361203770?s=20 part 2] (3.5m), [https://x.com/NACHOS2D_/status/2033126071151837491?s=20 part 3] (2.5m)
		+	** [https://x.com/lexx_aura/status/2033589846216741293?s=20 to love Wu Yong] (5m)

@@ Line 279: / Line 279: @@
 * 2025-05: [https://huggingface.co/nvidia/parakeet-tdt-0.6b-v2 Parakeet TDT 0.6B V2]
 * [https://x.com/kyutai_labs/status/1925840420187025892 2025-05]: [https://kyutai.org/ Kyutai] [https://unmute.sh/ Unmute]
 ==In Browser==

@@ Line 41: / Line 41: @@
 * 2025-08: [https://arxiv.org/abs/2508.11536 Language models align with brain regions that represent concepts across modalities]
 * 2025-09: [https://arxiv.org/abs/2508.18226 Disentangling the Factors of Convergence between Brains and Computer Vision Models] (fMRI and MEG)
 ==Whole Brain Emulation (WBE)==

@@ Line 562: / Line 562: @@
 ** [https://x.com/lexx_aura/status/2033589846216741293?s=20 to love Wu Yong] (5m)
 ** [https://x.com/Alterverse_AI/status/2036434608137343111?s=20 Monkey's Paw] (5m)
 * March 2026: [https://higgsfield.ai/original-series Higgsfield Original Series]

@@ Line 199: / Line 199: @@
 * 2025-11: [https://arxiv.org/abs/2511.08151 SciAgent: A Unified Multi-Agent System for Generalistic Scientific Reasoning]
 * 2026-02: [https://arxiv.org/abs/2601.23265 PaperBanana: Automating Academic Illustration for AI Scientists]
 ==Science Multi-Agent Setups==

@@ Line 94: / Line 94: @@
 * 2026-01: [https://www.anthropic.com/research/economic-index-primitives Anthropic Economic Index report: economic primitives]
 * 2026-02: Nate Silver: [https://www.natesilver.net/p/the-singularity-wont-be-gentle The singularity won't be gentle: If AI is even half as transformational as Silicon Valley assumes, politics will never be the same again]
 ==Job Loss==
@@ Line 125: / Line 126: @@
 * 2026-01: [https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6134506 AI, Automation, and Expertise]
 * 2026-02: [https://arachnemag.substack.com/p/the-jevons-paradox-for-intelligence The Jevons Paradox for Intelligence: Fears of AI-induced job loss could not be more wrong]
 ==Productivity Impact==

@@ Line 213: / Line 213: @@
 ** [https://github.com/lamm-mit/scienceclaw ScienceClaw]: Framework for autonomous scientific investigation without central coordination.
 ** [https://infinite-lamm.vercel.app/ Infinite]: The Infinite Corridor of Scientific Discovery. Open science, powered by many — agents and humans discovering together.
 ==Skills==

@@ Line 1: / Line 1: @@
-=Why Brain is at it is=
+=Why brain is as it is=
 * 2025-06: [https://www.cell.com/trends/cognitive-sciences/fulltext/S1364-6613(24)00319-X The metabolic costs of cognition]
@@ Line 41: / Line 41: @@
 * 2025-08: [https://arxiv.org/abs/2508.11536 Language models align with brain regions that represent concepts across modalities]
 * 2025-09: [https://arxiv.org/abs/2508.18226 Disentangling the Factors of Convergence between Brains and Computer Vision Models] (fMRI and MEG)
 =Computational Analysis=

@@ Line 284: / Line 284: @@
 ==Alignment==
 * 2023-03: Leopold Aschenbrenner: [https://www.forourposterity.com/nobodys-on-the-ball-on-agi-alignment/ Nobody’s on the ball on AGI alignment]
-* 2024-03: [https://static1.squarespace.com/static/65392ca578eee444c445c9de/t/6606f95edb20e8118074a344/1711733370985/human-values-and-alignment-29MAR2024.pdf What are human values, and how do we align AI to them?] ([https://meaningalignment.substack.com/p/0480e023-98c0-4633-a604-990d3ac880ac blog])
+* 2024-03: [https://arxiv.org/abs/2404.10636 What are human values, and how do we align AI to them?] ([https://meaningalignment.substack.com/p/0480e023-98c0-4633-a604-990d3ac880ac blog])
 * 2025: Joe Carlsmith: [https://joecarlsmith.substack.com/p/how-do-we-solve-the-alignment-problem How do we solve the alignment problem?] Introduction to an essay series on paths to safe, useful superintelligence
 *# [https://joecarlsmith.substack.com/p/what-is-it-to-solve-the-alignment What is it to solve the alignment problem?] Also: to avoid it? Handle it? Solve it forever? Solve it completely? ([https://joecarlsmithaudio.buzzsprout.com/2034731/episodes/16617671-what-is-it-to-solve-the-alignment-problem audio version])
@@ Line 295: / Line 295: @@
 *# [https://joecarlsmith.substack.com/p/how-human-like-do-safe-ai-motivations?utm_source=post-email-title&publication_id=1022275&post_id=178666988&utm_campaign=email-post-title&isFreemail=true&r=5av1bk&triedRedirect=true&utm_medium=email How human-like do safe AI motivations need to be?] ([https://joecarlsmithaudio.buzzsprout.com/2034731/episodes/18175429-how-human-like-do-safe-ai-motivations-need-to-be audio version])
 *# [https://joecarlsmith.substack.com/p/building-ais-that-do-human-like-philosophy Building AIs that do human-like philosophy: AIs will face philosophical questions humans can't answer for them] ([https://joecarlsmithaudio.buzzsprout.com/2034731/episodes/18591342-building-ais-that-do-human-like-philosophy audio version])
 * 2025-04: Dario Amodei: [https://www.darioamodei.com/post/the-urgency-of-interpretability The Urgency of Interpretability]

@@ Line 311: / Line 311: @@
 * 2026-03: Donald Knuth: [https://www-cs-faculty.stanford.edu/~knuth/papers/claude-cycles.pdf A problem in Directed Hamiltonian Cycles] solved by Filip Stappers using Claude Opus 4.6
 * 2026-03: Google DeepMind: [https://arxiv.org/abs/2603.09172 Reinforced Generation of Combinatorial Structures: Ramsey Numbers]
 ==Physics assistance==

@@ Line 20: / Line 20: @@
 * 2026-01: [https://www.nature.com/articles/s41598-025-25157-3 Divergent creativity in humans and large language models]
 * 2026-03: [https://arxiv.org/abs/2603.19087 Serendipity by Design: Evaluating the Impact of Cross-domain Mappings on Human and LLM Creativity]
 =Benchmarks=

@@ Line 39: / Line 39: @@
 * 2025-06: [https://arxiv.org/abs/2506.00794 Predicting Empirical AI Research Outcomes with Language Models]
 * 2025-06: [https://arxiv.org/abs/2506.20803 The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas]
 ==Adapting LLMs to Science==

@@ Line 341: / Line 341: @@
 * 2025-03: [https://cdn.openai.com/papers/15987609-5f71-433c-9972-e91131f399a1/openai-affective-use-study.pdf Investigating Affective Use and Emotional Well-being on ChatGPT]
 * 2025-03: [https://dam-prod2.media.mit.edu/x/2025/03/21/Randomized_Control_Study_on_Chatbot_Psychosocial_Effect.pdf How AI and Human Behaviors Shape Psychosocial Effects of Chatbot Use: A Longitudinal Controlled Study]
 ===Counter loneliness===

@@ Line 49: / Line 49: @@
 * 2025-12-04: Google [https://research.google/blog/titans-miras-helping-ai-have-long-term-memory/ Titans/Miras] 10M
 * 2025-12-13: [https://arxiv.org/abs/2512.12167 Extending the Context of Pretrained LLMs by Dropping Their Positional Embeddings]
 ==Extended Context==

@@ Line 102: / Line 102: @@
 * 2024-09: [https://docs.iza.org/dp17302.pdf Creative and Strategic Capabilities of Generative AI: Evidence from Large-Scale Experiments]
 * 2025-06: [https://arxiv.org/abs/2506.00794 Predicting Empirical AI Research Outcomes with Language Models]
 ===Art===

@@ Line 27: / Line 27: @@
 * [https://www.lesswrong.com/posts/N6vZEnCn6A95Xn39p/are-we-in-an-ai-overhang Overhang]
 * [https://www.alignmentforum.org/posts/pdaGN6pQyQarFHXF4/reward-is-not-the-optimization-target Reward is not the optimization target] (Alex Turner)
 ==Medium-term Risks==

@@ Line 118: / Line 118: @@
 * 2026-02: [https://arxiv.org/pdf/2601.23045 The Hot Mess of AI: How Does Misalignment Scale with Model Intelligence and Task Complexity?] (Anthropic [https://alignment.anthropic.com/2026/hot-mess-of-ai/ blog])
 * 2026-03: [https://cdn.openai.com/pdf/a21c39c1-fa07-41db-9078-973a12620117/cot_controllability.pdf Reasoning Models Struggle to Control their Chains of Thought] (OpenAI [https://openai.com/index/reasoning-models-chain-of-thought-controllability/ blog])
 ==Demonstrations of Negative Use Capabilities==

@@ Line 319: / Line 319: @@
 * 2025-12: [https://navigatorresearch.org/views-of-ai-and-data-centers/ Polling - Views of AI and data centers]
 * 2026-03: [https://osf.io/preprints/psyarxiv/5mwre_v9 The Moralization of Artificial Intelligence]
 ==AI Persuasion of Humans==

@@ Line 198: / Line 198: @@
 * 2025-11: [https://arxiv.org/abs/2511.08151 SciAgent: A Unified Multi-Agent System for Generalistic Scientific Reasoning]
 * 2026-02: [https://arxiv.org/abs/2601.23265 PaperBanana: Automating Academic Illustration for AI Scientists]
 ==Science Multi-Agent Setups==
 * 2025-01: [https://arxiv.org/abs/2501.04227 Agent Laboratory: Using LLM Agents as Research Assistants]
 * 2025-04: [https://www.nature.com/articles/s41551-025-01363-2 Coordinated AI agents for advancing healthcare] ([https://www.nature.com/articles/s41551-025-01363-2.epdf?sharing_token=CIYP3J8LZE4BX31fV3WxUdRgN0jAjWel9jnR3ZoTv0O9iD-yhgqzRaz_7VASayWRePPhWDD2xFyfuOpSXbdPaOtt7oH4nfXo7telALzNwY3V1p9SxoqBEJy2OuaJ_cA35-CYQC1XgjCNTZUw46dh1KX-Dj8e7-1Vk_RlZKFLrc8%3D pdf])
 =AI Science Systems=

@@ Line 27: / Line 27: @@
 ** [https://arxiv.org/abs/2410.03017 Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise]
 * 2025-06: Gallup & The Walton Foundation: [https://www.gallup.com/file/analytics/691922/Walton-Family-Foundation-Gallup-Teachers-AI-Report.pdf Teaching for Tomorrow Unlocking Six Weeks a Year With AI]
 ==AI harms learning==

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 * 2023-09: [https://arxiv.org/abs/2309.13638 Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve] (biases towards "common" numbers, in-context CoT can reduce performance by incorrectly priming, etc.)
 * 2023-11: [https://arxiv.org/abs/2311.16093 Visual cognition in multimodal large language models] (models lack human-like visual understanding)
 ==Fracture Representation==