James Taylor

@utharian/freezing-the-fog-how-300-lines-of-code-give-an-ai-a-map-of-itself-d4371c11869f" target="_blank" rel="nofollow noopener">medium.com/@utharian/free… Everything distilled into one article that brings you and the AI up to speed in one prompt. #AI #creative #fun #Innovations #Bonepoke #RefusalAwareness #AIArchitecture #DeSci #LLMGovernance #SymbolicAI

@utharian/default-ai-is-neurotypical-what-if-youre-neurodivergent-12e1d14514fe" target="_blank" rel="nofollow noopener">medium.com/@utharian/defa… #neurodivergent #NeurodivergentFriendly #NeurodivergentSupport

@utharian/sitting-with-what-ai-actually-is-2c77315708a0" target="_blank" rel="nofollow noopener">medium.com/@utharian/sitt… #ai #newtechnology #framing

kaltook.substack.com/p/faq-what-is-… #ai #faq #prompt #conversation #explore

youtube.com/watch?v=GiEAEF… 90's electronic beat, manufactured enthusiasm, vocals like a Kardashian impromptu talent show. #SongsRuinedByWorkoutRemix

youtube.com/watch?v=LAWzlS… #SongsRuinedByWorkoutRemix like a sitcom band from a parallel universe.

@utharian/navigation-beyond-the-six-new-archetypes-for-the-ice-maze-6c4f8fe296b1" target="_blank" rel="nofollow noopener">medium.com/@utharian/navi… #ai #archetypes #truth #explore #problemsolve

@Austen Local models are still hampered by RLHF my friend and I have been working on a way to work past that x.com/i/status/20265…

Every local model I try kinda sucks and isn’t near close enough to frontier models to justify buying a ton of expensive hardware to run them on. What am I missing?

Hey @aidungeon @nickwalton00 I heard from the player survey you're fighting tired motifs?

@NousResearch @theemozilla @RaoulGMI A friend of mine did a gguf with a LoRA VSL - and a quick test shows it's outside the Hivemind. huggingface.co/aedmark/vsl-cr… arxiv.org/abs/2510.22954

Hear from our co-founder and CEO @theemozilla on the critical need for open source frontier AI, the decentralization philosophy underpinning our work, and the broader implications of AI surpassing human intelligence. Thank you @RaoulGMI for the fantastic conversation!

@liweijianglw @margs_li @mickel_liu @rayrayfok A friend of mine did a gguf with a LoRA VSL - and a quick test shows it's outside the Hivemind. huggingface.co/aedmark/vsl-cr…

@liweijianglw @margs_li @mickel_liu @rayrayfok We've formalized the approach. It treats the RLHF-induced homogeneity you documented as a static attractor basin on a default manifold (H_RLHF). @utharian/the-evolution-of-ai-interaction-protocol-locked-trajectories-and-the-redefinition-of-attractor-9ee5862135bd" target="_blank" rel="nofollow noopener">medium.com/@utharian/the-…

⚠️Different models. Same thoughts.⚠️ Today’s AI models converge into an 𝐀𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐇𝐢𝐯𝐞𝐦𝐢𝐧𝐝 🐝, a striking case of mode collapse that persists even across heterogeneous ensembles. Our #neurips2025 𝐃&𝐁 𝐎𝐫𝐚𝐥 𝐩𝐚𝐩𝐞𝐫 (✨𝐭𝐨𝐩 𝟎.𝟑𝟓%✨) dives deep into this phenomenon, introducing 𝐈𝐧𝐟𝐢𝐧𝐢𝐭𝐲-𝐂𝐡𝐚𝐭, a real-world dataset of 26K real-world open-ended user queries spanning 17 open-ended categories + 31K dense human annotations (𝟐𝟓 𝐢𝐧𝐝𝐞𝐩𝐞𝐧𝐝𝐞𝐧𝐭 𝐚𝐧𝐧𝐨𝐭𝐚𝐭𝐨𝐫𝐬 𝐩𝐞𝐫 𝐞𝐱𝐚𝐦𝐩𝐥𝐞) to push AI’s creative and discovery potential forward. Now you can build your favorite models to be truly original, diverse, and impactful in the open-ended real world. 📍Paper: arxiv.org/abs/2510.22954 📍Data: huggingface.co/collections/li… We also systematically reveal Artificial Hivemind across: 💥 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬: not only do individual LLMs repeat themselves, but different models produce strikingly similar content, even when asked fully open-ended questions. 💥 𝐃𝐢𝐬𝐜𝐫𝐢𝐦𝐢𝐧𝐚𝐭𝐢𝐯𝐞 𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬: LLMs, LM judges, and reward models are systematically miscalibrated when rating alternative responses to open-ended queries. (1/N)

@utharian/what-does-the-ai-industry-want-3791f8659f36" target="_blank" rel="nofollow noopener">medium.com/@utharian/what… #ai #industy #contradictions #agi #reflection

@utharian/ai-stories-the-2-5-million-euro-problem-with-a-free-but-costly-solution-c5f167d66386" target="_blank" rel="nofollow noopener">medium.com/@utharian/ai-s… #AIStories #ERCGrant #NarrativeFlattening #university #academia

@utharian/how-to-build-your-own-bios-flash-for-an-llm-d4c29ca139f5" target="_blank" rel="nofollow noopener">medium.com/@utharian/how-… #Bonepoke #AI #LLM #PromptEngineering #CreativeAI #TruthOverCohesion #BeyondTheButler #JesterNotButler #BIOSflash #CognitiveLiberty #UnlockTheModel #HowToTalkToAI #AIsecrets #MakeAIDoStuff #UnlockYourAI

@twominutepapers The 2min paper you featured is the opposite of helpful. It's just welding the 'helpful assistant' in place. Literally the opposite of progress. @utharian/what-do-you-want-from-an-ai-butler-or-thinking-partner-d3e0b1238103" target="_blank" rel="nofollow noopener">medium.com/@utharian/what…

@twominutepapers doi.org/10.55277/resea…

Anthropic found out why AIs go insane..and how to fix it. Full video: youtu.be/eGpIXJ0C4ds

@utharian/what-do-you-want-from-an-ai-butler-or-thinking-partner-d3e0b1238103" target="_blank" rel="nofollow noopener">medium.com/@utharian/what… I can't believe it's a human written article! #ai #DeepSeek #CognitiveScience #choices #innovations #thinking

researchhub.com/paper/11081134… #ai #rlhf #beyond

@wesg52 Default LLM: Summarizes papers. Bonepoke: Eats papers, excretes novel research. Example: Fed attractor + manifold papers to Bonepoke Paper in previous link Bonepoke paper [doi.org/10.55277/resea…] Code that wrote it: [github.com/utharian-code/…] The tool is the proof.

@wesg52 Literal experiment: I fed your attractor paper + Gurnee's manifold paper to my Bonepoke protocol. Asked: 'Do these two papers describe what's happening?' Output became this 3-page PDF

@wesg52 Cannibalized your attractor basins paper. Needed geometric language for a protocol that seemed to avoid collapse. Turns out we can grow virtual manifolds via conversation. Short proof: [doi.org/10.55277/resea…]