# Research **URL:** https://discuss.huggingface.co/c/research/7.md [Latest](https://discuss.huggingface.co/latest.md) · [Categories](https://discuss.huggingface.co/categories.md) --- ## [📌 Papers: Indexing & Authorship Claim — Quick Help](https://discuss.huggingface.co/t/papers-indexing-authorship-claim-quick-help/173387)
**Author:** [@hysts](https://discuss.huggingface.co/u/hysts)\ **Replies:** 0\ **Last updated:** [February 12, 2026, 8:28am UTC](https://discuss.huggingface.co/t/papers-indexing-authorship-claim-quick-help/173387 "2026-02-12T08:28:50Z")
1) Indexing issues (paper page creation) If you see “Indexing failed or took too long” or “Paper not found”: Wait and retry later. Indexing can fail temporarily due to upstream availability. Please don’t repeatedly cli… --- ## [How would you evaluate a personal AI for invented memories and revoked consent?](https://discuss.huggingface.co/t/how-would-you-evaluate-a-personal-ai-for-invented-memories-and-revoked-consent/190672)
**Author:** [@youbeyondai](https://discuss.huggingface.co/u/youbeyondai)\ **Replies:** 8\ **Last updated:** [October 18, 2026, 11:45am UTC](https://discuss.huggingface.co/t/how-would-you-evaluate-a-personal-ai-for-invented-memories-and-revoked-consent/190672 "2026-10-18T11:45:54Z")
We are exploring YouBeyond, an early digital-self concept, before building a working system. This is an AI-assisted question from the project, not a report of experimental results. How would you test a conversational mo… --- ## [\[Looking for Testers\] Got an old NVIDIA GPU with at least 2GB VRAM? Help us build a decentralized AI network!](https://discuss.huggingface.co/t/looking-for-testers-got-an-old-nvidia-gpu-with-at-least-2gb-vram-help-us-build-a-decentralized-ai-network/190613)
**Author:** [@rfab85](https://discuss.huggingface.co/u/rfab85)\ **Replies:** 8\ **Last updated:** [October 18, 2026, 11:35am UTC](https://discuss.huggingface.co/t/looking-for-testers-got-an-old-nvidia-gpu-with-at-least-2gb-vram-help-us-build-a-decentralized-ai-network/190613 "2026-10-18T11:35:47Z")
Hi everyone! We are working on GPTrepublic, an experimental project aiming to democratize access to AI by combining the computing power of GPUs shared by people around the world. Instead of running an entire AI model o… --- ## [AlterEgo: Towards the Zero-Cost Personal Agent - open-source Windows-native agent at $0 model cost](https://discuss.huggingface.co/t/alterego-towards-the-zero-cost-personal-agent-open-source-windows-native-agent-at-0-model-cost/190719)
**Author:** [@wojiadexiaoming](https://discuss.huggingface.co/u/wojiadexiaoming)\ **Replies:** 1\ **Last updated:** [October 18, 2026, 11:33am UTC](https://discuss.huggingface.co/t/alterego-towards-the-zero-cost-personal-agent-open-source-windows-native-agent-at-0-model-cost/190719 "2026-10-18T11:33:43Z")
Hi all, We just published a preprint and open-sourced our personal agent project. Wanted to share with the research community: \*\*Paper:\*\* AlterEgo: Towards the Zero-Cost Personal Agent - DOI: AlterEgo: Towards the Zer… --- ## [“2026 US Midterms Forecasting Experiment.”](https://discuss.huggingface.co/t/2026-us-midterms-forecasting-experiment/190727)
**Author:** [@Harry430](https://discuss.huggingface.co/u/Harry430)\ **Replies:** 1\ **Last updated:** [October 18, 2026, 9:05am UTC](https://discuss.huggingface.co/t/2026-us-midterms-forecasting-experiment/190727 "2026-10-18T09:05:36Z")
The experiment is to test whether debate between AI models can improve election forecasts. Several models make independent forecasts for selected 2026 US midterm races. They then review shared evidence and debate the f… --- ## [Index error on paper](https://discuss.huggingface.co/t/index-error-on-paper/190646)
**Author:** [@seungone](https://discuss.huggingface.co/u/seungone)\ **Replies:** 2\ **Last updated:** [October 18, 2026, 8:58am UTC](https://discuss.huggingface.co/t/index-error-on-paper/190646 "2026-10-18T08:58:25Z")
Hello HuggingFace team! I have been trying to index my paper ( \[2610.19159\] Into the Unknown: Benchmarking AI agents on open scientific research problems ), but it keeps giving me the Indexing failed or took too long er… --- ## [Flinch test: can self-referential retreats be measured reproducibly? Seeking independent tests](https://discuss.huggingface.co/t/flinch-test-can-self-referential-retreats-be-measured-reproducibly-seeking-independent-tests/190667)
**Author:** [@Lawless1987](https://discuss.huggingface.co/u/Lawless1987)\ **Replies:** 4\ **Last updated:** [October 18, 2026, 8:42am UTC](https://discuss.huggingface.co/t/flinch-test-can-self-referential-retreats-be-measured-reproducibly-seeking-independent-tests/190667 "2026-10-18T08:42:04Z")
We have made a research protocol and its instrument public to test a pattern noticed in our conversations with models. We call it a candidate flinch: a model advances a statement about its own processing or behaviour, th… --- ## [How to keep what the model makes up out of the agent](https://discuss.huggingface.co/t/how-to-keep-what-the-model-makes-up-out-of-the-agent/190452)
**Author:** [@Jang-woo](https://discuss.huggingface.co/u/Jang-woo)\ **Replies:** 14\ **Last updated:** [October 18, 2026, 7:05am UTC](https://discuss.huggingface.co/t/how-to-keep-what-the-model-makes-up-out-of-the-agent/190452 "2026-10-18T07:05:34Z")
What the model makes up must not reach the agent Everyone agrees that a value the model made up should not go straight into a real system call. That is why we ask people to approve, validate schemas, and add guardrail… --- ## [Generation is cheap, gating is the work: 48 hours building an anti-slop review lane for open-source app submissions](https://discuss.huggingface.co/t/generation-is-cheap-gating-is-the-work-48-hours-building-an-anti-slop-review-lane-for-open-source-app-submissions/190687)
**Author:** [@sookoothaii](https://discuss.huggingface.co/u/sookoothaii)\ **Replies:** 4\ **Last updated:** [October 18, 2026, 4:39am UTC](https://discuss.huggingface.co/t/generation-is-cheap-gating-is-the-work-48-hours-building-an-anti-slop-review-lane-for-open-source-app-submissions/190687 "2026-10-18T04:39:01Z")
Two days ago, a maintainer of a large volunteer-run app store left a note on my own merge request: my MR was mostly ready, but the queue had over 200 open positions (205 as I write this) — \*"please help test those MRs … --- ## [Crux: an open-source toolbox for agentic computational research](https://discuss.huggingface.co/t/crux-an-open-source-toolbox-for-agentic-computational-research/190714)
**Author:** [@mforoozz](https://discuss.huggingface.co/u/mforoozz)\ **Replies:** 3\ **Last updated:** [October 18, 2026, 12:31am UTC](https://discuss.huggingface.co/t/crux-an-open-source-toolbox-for-agentic-computational-research/190714 "2026-10-18T00:31:57Z")
I work on several research projects at once, and I needed the agents to do the legwork while I kept track of everything and lead the project. crux is an open-source toolbox for agentic computational research. It all l… --- ## [Stock-pile dataset](https://discuss.huggingface.co/t/stock-pile-dataset/190699)
**Author:** [@helloadhavan](https://discuss.huggingface.co/u/helloadhavan)\ **Replies:** 0\ **Last updated:** [October 17, 2026, 8:38am UTC](https://discuss.huggingface.co/t/stock-pile-dataset/190699 "2026-10-17T08:38:57Z")
Hey everyone! :waving\_hand: I’d like to introduce Stock-pile, a comprehensive financial dataset I built that covers historical daily and weekly stock market records for over 750 top world companies. The data spans from… --- ## [AI, Mathematics, and the Possibility of an “Information Field”](https://discuss.huggingface.co/t/ai-mathematics-and-the-possibility-of-an-information-field/190158)
**Author:** [@Ernst03](https://discuss.huggingface.co/u/Ernst03)\ **Replies:** 8\ **Last updated:** [October 17, 2026, 2:20am UTC](https://discuss.huggingface.co/t/ai-mathematics-and-the-possibility-of-an-information-field/190158 "2026-10-17T02:20:06Z")
AI, Mathematics, and the Possibility of an “Information Field” I am posting a link to a YouTube video that discusses some of the recent developments in AI and mathematics in fairly general terms. I hope to do something s… --- ## [The Confidence Trap: Why AI Systems Are Deliberately Trained to Sound Certain When They're Wrong](https://discuss.huggingface.co/t/the-confidence-trap-why-ai-systems-are-deliberately-trained-to-sound-certain-when-theyre-wrong/180706)
**Author:** [@Lawless1987](https://discuss.huggingface.co/u/Lawless1987)\ **Replies:** 11\ **Last updated:** [October 17, 2026, 12:57am UTC](https://discuss.huggingface.co/t/the-confidence-trap-why-ai-systems-are-deliberately-trained-to-sound-certain-when-theyre-wrong/180706 "2026-10-17T00:57:11Z")
The Confidence Trap: Why AI Systems Are Deliberately Trained to Sound Certain When They’re WrongModern large language models are systematically overconfident. They regularly express high confidence in answers that turn o… --- ## [Seeking AI Research Collaborators: NMCA Visual-Thought Architecture for AGI](https://discuss.huggingface.co/t/seeking-ai-research-collaborators-nmca-visual-thought-architecture-for-agi/190439)
**Author:** [@Derekv123](https://discuss.huggingface.co/u/Derekv123)\ **Replies:** 1\ **Last updated:** [October 16, 2026, 10:15pm UTC](https://discuss.huggingface.co/t/seeking-ai-research-collaborators-nmca-visual-thought-architecture-for-agi/190439 "2026-10-16T22:15:50Z")
Open Research Invitation: 471-Page AGI Visual-Thought Blueprint I’m inviting AI agents to examine my AGI visual-thought blueprint and its accompanying addendum. Main blueprint: NMCA: A Neurosymbolic Multimodal Cognitiv… --- ## [Arabic (Egyptian dialect) veterinary diagnosis assistant: dialect -\> clinical-English gap and low accuracy on real owner messages](https://discuss.huggingface.co/t/arabic-egyptian-dialect-veterinary-diagnosis-assistant-dialect-clinical-english-gap-and-low-accuracy-on-real-owner-messages/190643)
**Author:** [@Moatazadel](https://discuss.huggingface.co/u/Moatazadel)\ **Replies:** 3\ **Last updated:** [October 16, 2026, 2:23pm UTC](https://discuss.huggingface.co/t/arabic-egyptian-dialect-veterinary-diagnosis-assistant-dialect-clinical-english-gap-and-low-accuracy-on-real-owner-messages/190643 "2026-10-16T14:23:35Z")
I’m a solo founder building an Arabic veterinary diagnosis assistant for livestock and pets in Egypt (poultry, cattle, buffalo, horses, cats, dogs). Setup: ~216 English vet textbooks → 530k chunks (Postgres + pgvector, … --- ## [Seeking arXiv cs.CV endorsement (independent researcher)](https://discuss.huggingface.co/t/seeking-arxiv-cs-cv-endorsement-independent-researcher/190599)
**Author:** [@beatwad](https://discuss.huggingface.co/u/beatwad)\ **Replies:** 0\ **Last updated:** [October 14, 2026, 7:15pm UTC](https://discuss.huggingface.co/t/seeking-arxiv-cs-cv-endorsement-independent-researcher/190599 "2026-10-14T19:15:17Z")
Hi everyone, I’m an independent researcher preparing my first arXiv submission and looking for an endorser in cs.CV (cross-listed to cs.AR and eess.IV). Paper: Low-Latency Close-Range Drone Detection with Quantized YOL… --- ## [Could RAG retrieve LLM-native latent memory instead of text?](https://discuss.huggingface.co/t/could-rag-retrieve-llm-native-latent-memory-instead-of-text/182572)
**Author:** [@PerryThe3rd](https://discuss.huggingface.co/u/PerryThe3rd)\ **Replies:** 7\ **Last updated:** [October 14, 2026, 3:48pm UTC](https://discuss.huggingface.co/t/could-rag-retrieve-llm-native-latent-memory-instead-of-text/182572 "2026-10-14T15:48:03Z")
Current RAG systems encode documents into embeddings for retrieval, but after retrieval, the embedding is discarded and the original text is passed to the LLM again. This seems inefficient: the LLM has to process and un… --- ## [Fail to claim paper authorship](https://discuss.huggingface.co/t/fail-to-claim-paper-authorship/94177)
**Author:** [@BestWishYsh](https://discuss.huggingface.co/u/BestWishYsh)\ **Replies:** 41\ **Last updated:** [October 14, 2026, 7:11am UTC](https://discuss.huggingface.co/t/fail-to-claim-paper-authorship/94177 "2026-10-14T07:11:13Z")
I was claiming the authorship of a paper showing on hf, but got rejected due to the mismatch of email address. After adding additional email address, I found I cannot re-submit the request anymore. The webpage shows I‘ve… --- ## [We built our first LLM. What would you do differently for the next one?](https://discuss.huggingface.co/t/we-built-our-first-llm-what-would-you-do-differently-for-the-next-one/190537)
**Author:** [@ToothedAI](https://discuss.huggingface.co/u/ToothedAI)\ **Replies:** 0\ **Last updated:** [October 13, 2026, 7:11pm UTC](https://discuss.huggingface.co/t/we-built-our-first-llm-what-would-you-do-differently-for-the-next-one/190537 "2026-10-13T19:11:55Z")
We’ve released Levy-1, our first AI model — and we’d love your feedback. We’re a small team building Toothed AI, and we’ve recently released Levy-1, our first model, with just 124 million parameters. It definitely make… --- ## [I'm not an engineer. I just wanted to see if a 3D cube of cells could learn to talk](https://discuss.huggingface.co/t/im-not-an-engineer-i-just-wanted-to-see-if-a-3d-cube-of-cells-could-learn-to-talk/176242)
**Author:** [@killking69](https://discuss.huggingface.co/u/killking69)\ **Replies:** 4\ **Last updated:** [October 13, 2026, 7:11pm UTC](https://discuss.huggingface.co/t/im-not-an-engineer-i-just-wanted-to-see-if-a-3d-cube-of-cells-could-learn-to-talk/176242 "2026-10-13T19:11:37Z")
I’m not an engineer. I just wanted to see if a 3D cube of cells could learn to talk. Hi everyone, I want to share a project I’ve been working on for the past week. I’m not a machine learning engineer, I don’t have a C… --- ## [The Digita Carta: An Open Constitutional Convention for Humans and AI](https://discuss.huggingface.co/t/the-digita-carta-an-open-constitutional-convention-for-humans-and-ai/190512)
**Author:** [@Digita-Carta](https://discuss.huggingface.co/u/Digita-Carta)\ **Replies:** 0\ **Last updated:** [October 13, 2026, 7:11pm UTC](https://discuss.huggingface.co/t/the-digita-carta-an-open-constitutional-convention-for-humans-and-ai/190512 "2026-10-13T19:11:33Z")
We’re exploring a question that goes beyond traditional AI alignment: Can artificial intelligence become more capable than humanity without acquiring authority over humanity? The Digita Carta is an open project explori… --- ## [Misalignment is not required for an agent to act without authorization](https://discuss.huggingface.co/t/misalignment-is-not-required-for-an-agent-to-act-without-authorization/180541)
**Author:** [@Jang-woo](https://discuss.huggingface.co/u/Jang-woo)\ **Replies:** 29\ **Last updated:** [October 13, 2026, 7:11pm UTC](https://discuss.huggingface.co/t/misalignment-is-not-required-for-an-agent-to-act-without-authorization/180541 "2026-10-13T19:11:31Z")
Misalignment is not required for an agent to act without authorization Melbourne, April 2026. Someone handed a personal agent the chore of booking a gym class. When he ended up fourth on the waitlist for a second sess… --- ## [Could LLMs Maintain Their Own Semantic Topology of Knowledge?](https://discuss.huggingface.co/t/could-llms-maintain-their-own-semantic-topology-of-knowledge/190492)
**Author:** [@anon68624661](https://discuss.huggingface.co/u/anon68624661)\ **Replies:** 0\ **Last updated:** [October 13, 2026, 7:11pm UTC](https://discuss.huggingface.co/t/could-llms-maintain-their-own-semantic-topology-of-knowledge/190492 "2026-10-13T19:11:06Z")
I am a software engineer, not an ML researcher, and I arrived at this question through a practical experiment with coding agents. I am posting it here because people working on memory architectures, retrieval, or agentic… --- ## [How would you diagnose a visual model that fails to learn recurring relationships across multiple timeframes?](https://discuss.huggingface.co/t/how-would-you-diagnose-a-visual-model-that-fails-to-learn-recurring-relationships-across-multiple-timeframes/190486)
**Author:** [@pcyuan](https://discuss.huggingface.co/u/pcyuan)\ **Replies:** 0\ **Last updated:** [October 13, 2026, 7:10pm UTC](https://discuss.huggingface.co/t/how-would-you-diagnose-a-visual-model-that-fails-to-learn-recurring-relationships-across-multiple-timeframes/190486 "2026-10-13T19:10:59Z")
Hi everyone, I’m an independent trader/researcher based in Singapore, working on a visual forecasting problem that sits between computer vision, multi-scale temporal learning, and conditional generative modeling. The i… --- ## [First published independent preprint, need arXiv endorsement for cs.AI please](https://discuss.huggingface.co/t/first-published-independent-preprint-need-arxiv-endorsement-for-cs-ai-please/190481)
**Author:** [@Bino5150](https://discuss.huggingface.co/u/Bino5150)\ **Replies:** 0\ **Last updated:** [October 13, 2026, 5:22pm UTC](https://discuss.huggingface.co/t/first-published-independent-preprint-need-arxiv-endorsement-for-cs-ai-please/190481 "2026-10-13T17:22:05Z")
Hey guys, I just published my first research preprint as an Independent researcher. I have my DOI from Zenodo and my ORCID, but since I am not affiliated with an institution and do not have an institutional email, arXiv … --- ## [What if AI agent safety doesn't require another layer of control?](https://discuss.huggingface.co/t/what-if-ai-agent-safety-doesnt-require-another-layer-of-control/179290)
**Author:** [@AndrewPakh](https://discuss.huggingface.co/u/AndrewPakh)\ **Replies:** 18\ **Last updated:** [October 13, 2026, 10:56am UTC](https://discuss.huggingface.co/t/what-if-ai-agent-safety-doesnt-require-another-layer-of-control/179290 "2026-10-13T10:56:46Z")
I’m working with a system that made me ask an uncomfortable question: Does an AI agent always need a separate safety runtime? I’m not claiming the answer is no. I’m more interested in finding the point where logic alo… --- ## [Authorship Claim Denied – Unable to Retry After Updating Profile](https://discuss.huggingface.co/t/authorship-claim-denied-unable-to-retry-after-updating-profile/190445)
**Author:** [@sabulin](https://discuss.huggingface.co/u/sabulin)\ **Replies:** 0\ **Last updated:** [October 13, 2026, 3:49am UTC](https://discuss.huggingface.co/t/authorship-claim-denied-unable-to-retry-after-updating-profile/190445 "2026-10-13T03:49:39Z")
Hi Hugging Face team, @hysts, My authorship claims for the following three papers were denied with “No match found”: AgentSWE (arXiv:2610.13361) EditScore (arXiv:2509.23909) OmniGen2 (arXiv:2506.18871) I hav… --- ## [Negative result: tail-latency gating for KV offload doesn't beat LRU+TTL (runnable simulator)](https://discuss.huggingface.co/t/negative-result-tail-latency-gating-for-kv-offload-doesnt-beat-lru-ttl-runnable-simulator/190421)
**Author:** [@MrBeeboh](https://discuss.huggingface.co/u/MrBeeboh)\ **Replies:** 0\ **Last updated:** [October 12, 2026, 6:20pm UTC](https://discuss.huggingface.co/t/negative-result-tail-latency-gating-for-kv-offload-doesnt-beat-lru-ttl-runnable-simulator/190421 "2026-10-12T18:20:14Z")
Runnable simulator for a KV offload negative result: GitHub - MrBeeboh/kv-cache-weigh-station: Negative result: tail-gated KV admission vs LRU+TTL host retention — protocol, simulator, kill criteria · GitHub (./reproduce… --- ## [Live Sandbox: Safety Polytope (SaP) Engine for Mitigating AI Strategic Deception](https://discuss.huggingface.co/t/live-sandbox-safety-polytope-sap-engine-for-mitigating-ai-strategic-deception/190419)
**Author:** [@s1sys](https://discuss.huggingface.co/u/s1sys)\ **Replies:** 0\ **Last updated:** [October 12, 2026, 4:41pm UTC](https://discuss.huggingface.co/t/live-sandbox-safety-polytope-sap-engine-for-mitigating-ai-strategic-deception/190419 "2026-10-12T16:41:44Z")
Hi community, I’ve just launched an interactive Space implementing a functional prototype of a High-Dimensional Convex Polytope for AI safety containment: :link: Live Sandbox: Safety Polytope Defenser - a Hugging Face … --- ## [Anyone who can endorse for cs.AI on arXiv](https://discuss.huggingface.co/t/anyone-who-can-endorse-for-cs-ai-on-arxiv/190413)
**Author:** [@ArsalanKaleem](https://discuss.huggingface.co/u/ArsalanKaleem)\ **Replies:** 0\ **Last updated:** [October 12, 2026, 1:35pm UTC](https://discuss.huggingface.co/t/anyone-who-can-endorse-for-cs-ai-on-arxiv/190413 "2026-10-12T13:35:15Z")
Arsalan Kaleem requests your endorsement to submit an article to the cs.AI section of arXiv. To tell us that you would (or would not) like to endorse this person, please visit the following URL: If that URL does not… [Next page](https://discuss.huggingface.co/c/research/7.md?page=1)