News / #ide Tag Ide 178 articles archived under #ide · RSS Sign in to follow arXiv — Machine Learning research 2mo ago A fairness-aware extension of Stochastic Multicriteria Acceptability Analysis for ranking arXiv:2606.17756v1 Announce Type: new Abstract: Fairness has become a central concern in ranking problems involving individuals or social groups, particularly under the Responsible Artificial Intelligence agenda. In Multi-Criteria Decision Analysis, Stochastic Multicriteria… 33 arXiv — NLP / Computation & Language research 2mo ago Self-Generated Error Training for Token Editing in Diffusion Language Models arXiv:2606.17175v1 Announce Type: new Abstract: Token-to-token (T2T) editing lets LLaDA2.1 revise committed tokens during block-diffusion decoding. The released recipe trains this editor on random vocabulary corruptions, but at inference the editor sees the model's own fluent,… 25 r/LocalLLaMA community 2mo ago GLM 5.2 API is live, weights are on HF, and ollama has it already GLM 5.2 dropped on Friday locked behind the GLM Coding Plan. That was annoying if you just wanted to test it without subscribing to another IDE tier. Two hours ago today they opened the API and pushed weights to HuggingFace under MIT. Ollama already has it. So now you can… 15 arXiv — NLP / Computation & Language research 2mo ago LLM-Assisted Stance Detection in Scientific Discourse: A Test Case in Bayesian Cognitive Science arXiv:2606.15566v1 Announce Type: new Abstract: Qualitative coding is central to social science, but expert annotation is difficult to scale. LLMs offer a possible extension, yet require careful validation when the target construct is interpretive, theoretically loaded, and only… 25 r/LocalLLaMA community 2mo ago I think we need a /LocalHarnessLLM or something ... LM Studio Hermes Qwen Code Odysseus Open Claw Open Code Claude Code (and then IDEs w/ agentic capabilities) Continue Rider VS Code And a dozen others I'm sure ... Would love a place to discuss these? If not a new subreddit, a new discord section in localllama discord? I've made… 24 arXiv — Machine Learning research 2mo ago DTVEM-RE: A Hierarchical Random-Effects Extension of the Differential Time-Varying Effect Model for Person-Specific Multi-Lag Estimation in Intensive Longitudinal Data arXiv:2606.14116v1 Announce Type: new Abstract: The Differential Time-Varying Effect Model (DTVEM) of Jacobson et al. (2019) is a popular tool for finding the best time lag in intensive longitudinal data, but it assumes everyone shares the same lag structure. The original… 31 arXiv — Machine Learning research 2mo ago Beyond task performance: Decoding bioacoustic embeddings with speech features arXiv:2606.14662v1 Announce Type: new Abstract: Pretrained audio embeddings are standard in bioacoustics, yet little is known about which acoustic features these models encode, nor which are useful for a given task. This hinders transparency and limits extension to rare species… 6 arXiv — NLP / Computation & Language research 2mo ago CORA: Analyzing and bridging thinking-answer gap in Multimodal RLVR via Consistency-Oriented Reasoning Alignment arXiv:2606.14691v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) has successfully elicited the reasoning capabilities of large language models, motivating its extension to multimodal scenarios. Existing methods primarily focus on improving… 34 r/LocalLLaMA community 2mo ago Pi Setup that pretty much replaced Claude Code for me I've been using Pi with Qwen3.6-27B a lot as my daily driver for more than a month and this setup almost replaced Codex/CC for me entirely. I use it with the advisor extension, with the advisor usually being GPT-5.5 and it has been great for me so far. I sometimes use OpenCode… 35 arXiv — NLP / Computation & Language research 2mo ago Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models arXiv:2606.13558v1 Announce Type: cross Abstract: Text-guided image editing with visual autoregressive (VAR) generators requires controlling both what the model samples and where the sampled change is written back into the image code. Existing VAR editors mainly operate on token… 12 The Information — AI news-outlet 2mo ago KKR, Nvidia, Others Launch $10 Billion Data Center Company Private equity firm KKR, the Kuwait Investment Authority, Nvidia and power generation company Vistra launched a new company on Thursday to finance and help build AI data centers. Nvidia’s role as an anchor investor in Helix signifies another extension of the AI giant’s growing… 29 arXiv — Machine Learning research 2mo ago Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics arXiv:2606.11833v1 Announce Type: new Abstract: Flow matching and diffusion models enable conditional generation across domains ranging from images to proteins, with recent extensions to out-of-distribution contexts. Yet generative models of neural time series have largely… 27 arXiv — Machine Learning research 2mo ago nD-RoPE: A Generalized RoPE for n-Dimensional Position Embedding arXiv:2606.12146v1 Announce Type: new Abstract: Rotary Position Embedding (RoPE) is widely adopted in Transformer models, yet its extension to high-dimensional domains lacks a unified theoretical formulation. Most existing approaches either apply rotations independently along… 8 r/MachineLearning community 2mo ago How common are TMLR desk rejections with "not a suitable venue"? [D] Submitted a short theoretical paper to TMLR and got desk-rejected with "does not meet our editorial standards or allow us to assess claims and evidence" and "not a suitable venue for this work." Is this a common outcome for first submissions? Curious what typically drives this… 33 arXiv — Machine Learning research 2mo ago Forward-Only Convolutional Neural Networks with Learnable Channel-Class Assignment arXiv:2606.09928v1 Announce Type: new Abstract: The Forward-Forward (FF) algorithm offers a biologically inspired alternative to backpropagation by replacing gradient-based credit assignment with local, forward-only objectives. While recent extensions have adapted FF to… 32 arXiv — NLP / Computation & Language research 2mo ago Gaming AI-Assisted Peer Reviews Poses New Risks to the Scientific Community arXiv:2606.10159v1 Announce Type: new Abstract: AI is increasingly used to support scientific peer review, from manuscript screening, reviewer assistance to editorial triage. Although such systems promise to reduce reviewer burden and accelerate publication, their robustness to… 21 llama.cpp releases dev-tools 2mo ago b9580 vulkan: add v_dot2_f32_f16 support in matrix-matrix multiplication and Flash Attention ( #24123 ) vulkan: add support for valve fp16 dot2 extension use macro for dot2 path choice properly check for the feature add dot_product abstraction to reduce preprocessor branching… 10 arXiv — Machine Learning research 2mo ago Learning Transfers: Kan Extensions for Neural Invariants arXiv:2606.07627v1 Announce Type: new Abstract: Transfer learning presumes that a representation learned on source tasks carries structure that remains usable on related target tasks. Standard evaluations probe this through target accuracy or distributional discrepancy, yet… 8 r/LocalLLaMA community 2mo ago Jetbrains Mellum 2: a really good and performant model Oh Hey Folks, I took the Mellum 2 model for a spin, so I wanted to share my impressions here. Disclaimer: the tests presented here are not cientific nor have those nice names like perplexity,etc. These tests are somewhat more akin to what Im working in a daily basis or how… 28 r/LocalLLaMA community 2mo ago Best Coding Harness for Qwen3.6 35B? I've been happily using GitHub Copilot for 7-8 months, primarily in Visual Studio and VS Code, mostly with the built-in flagship models and have felt like the output is worth the cost. Lately I've been playing with a lot of different local LLM models and decided to try using… 32 r/LocalLLaMA community 2mo ago Gemma 4 12B first coding agent test on a 4080 Super Just threw the new Gemma 4 12B into VSCodium with the Pi Agent extension to see how it handles tools, and it nailed the test on the first try. I gave it a prompt to write a Python script that reads logs line-by-line, grabs the error modules, and dumps the counts to a JSON file.… 14 arXiv — Machine Learning research 2mo ago Synthetic Hallucinations, Real Gains: Hard Negatives from Frontier Models for FIM Hallucination Mitigation arXiv:2606.03130v1 Announce Type: new Abstract: Small open-source code models that power IDE autocomplete still emit hallucinated Fill-in-the-Middle (FIM) completions: syntactically natural calls to methods, parameters, variables, and imports that do not exist in the surrounding… 8 Simon Willison community 2mo ago Microsoft's new MAI models Microsoft announced two new text LLMs this morning - MAI-Thinking-1 (reasoning, 35B parameters, available to "select early partners") and MAI-Code-1-Flash (5B parameters, "purpose-built for GitHub Copilot and VS Code to deliver high performance and lower cost [...] rolling out… 17 Hacker News — AI on Front Page community 2mo ago 1-Click GitHub Token Stealing via a VSCode Bug Article URL: https://blog.ammaraskar.com/github-token-stealing/ Comments URL: https://news.ycombinator.com/item?id=48371562 Points: 220 # Comments: 30 4 r/LocalLLaMA community 2mo ago JetBrains open-sources Mellum2 - anyone tried these?   submitted by   /u/DeltaSqueezer [link]   [comments] 19 Simon Willison community 2mo ago Pasted File Editor Tool: Pasted File Editor I really like how you can paste a large volume of text into claude.ai (or the Claude desktop/mobile apps) and it will detect it as a large paste and turn it into a file attachment instead. I decided to have Codex desktop build me a version of that as a… 24 Hugging Face official-blog 2mo ago Introducing Mellum2: A 12B Mixture-of-Experts Model by JetBrains Back to Articles Introducing Mellum2: A 12B Mixture-of-Experts Model by JetBrains Team Article Published June 1, 2026 Upvote 5 Nikita Pavlichenko pavlichenko JetBrains Mellum2 is a 12B-parameter Mixture-of-Experts model trained from scratch on natural language and code. The… 24 TechCrunch — AI news-outlet 2mo ago DuckDuckGo makes its ‘no-AI’ search engine easier to access as its traffic booms Alternative search engine DuckDuckGo launches 'no AI' web extensions for Chrome and Firefox users. 34 r/LocalLLaMA community 2mo ago Mellum2 Goes Open Source: A Fast Model for AI Workflows | The JetBrains AI Blog   submitted by   /u/dayanruben [link]   [comments] 34 Vercel — AI dev-tools 2mo ago Chat SDK adds Velt support Chat SDK now supports Velt with the new vendor-official adapter . Build bots that read and reply within Velt comment threads, right where your team already works: documents, text editors, and canvases. Tag the bot, and it will answer in the same thread, grounding its reply with… 24 r/LocalLLaMA community 2mo ago Mellum 2 12B A2.5B Coding focused small MoE from JetBrains. They claim coding performance around Qwen 3.5 9B for the reasoning model. Worse than Qwen 3.5 4B in in everything else. Models: https://huggingface.co/collections/JetBrains/mellum-2 Technical report: https://arxiv.org/abs/2605.31268  … 34 arXiv — NLP / Computation & Language research 3mo ago Wind Turbine Maintenance Log Labelling Framework: LLM-Driven Data Correction and Enrichment via Semantic Extraction of Reliability Intelligence arXiv:2605.31281v1 Announce Type: new Abstract: As wind turbine fleets age, data-driven reliability engineering is essential to optimise their operation and maintenance for service life extension and levelised cost of energy reduction. Failure event descriptions within… 27 arXiv — Machine Learning research 3mo ago Conf-Gen: Conformal Uncertainty Quantification for Generative Models arXiv:2605.28920v1 Announce Type: new Abstract: Conformal prediction (CP) and its extension, conformal risk control (CRC), are established frameworks for quantifying uncertainty in supervised machine learning through formal guarantees. However, recent breakthroughs in artificial… 17 r/MachineLearning community 3mo ago Kept context-switching between arxiv, OpenReview, GitHub, and HuggingFace for every paper, so I built this. Chrome extension + website with everything inline, plus citation graph + SPECTER2 neighbors. 3M papers, free, feedback welcome [P] Spent the last few months building a deeper context layer over arxiv. Each paper gets a Tomesphere page with a TLDR + key findings (LLM-curated), OpenReview reviews where the venue is public, linked GitHub repos, HuggingFace models, conference videos, the citation graph in both… 15 r/MachineLearning community 3mo ago Built a richer reading layer for arxiv (Chrome extension + web): OpenReview reviews, GitHub/HuggingFace links, citation graph, SPECTER2 neighbors, TLDRs. 3M papers, free, looking for feedback [P] Spent the last few months building a deeper context layer over arxiv. Each paper gets a Tomesphere page with a TLDR + key findings (LLM-curated), OpenReview reviews where the venue is public, linked GitHub repos, HuggingFace models, conference videos, the citation graph in both… 10 arXiv — NLP / Computation & Language research 3mo ago ConvMemory: A Lightweight Learned Memory Reranker, a Negative Attribution Result, and a Research-Preview Conflict Editor arXiv:2605.28062v1 Announce Type: new Abstract: We describe ConvMemory, a small 3.6M-parameter learned reranker for conversational long-term memory retrieval, trained with cross-encoder teacher supervision over fused dense and lexical features. On the LongMemEval memory family,… 30 arXiv — NLP / Computation & Language research 3mo ago Supervised Semantic Differential for Cross-Cultural Concept Analysis: A Case Study of Human Affect arXiv:2605.28225v1 Announce Type: new Abstract: Cross-cultural comparison of psychological meaning requires methods that go beyond word-level translation and examine how semantic dimensions are organized across languages. We introduce a cross-lingual extension of the Supervised… 26 arXiv — NLP / Computation & Language research 3mo ago The Need for an External Observer Formalizing the Sufficiency Gap: A Mathematical Extension of Mixture Identifiability and Contextual Grounding in Sequence Models arXiv:2605.26711v1 Announce Type: new Abstract: We construct a binary mixed-regime process with one deterministic textual regime and one random regime governed by an unobserved latent state. Even an ideal infinite-capacity sequence predictor that exactly recovers the text-only… 34 arXiv — Machine Learning research 3mo ago Riemannian Archetypal Analysis: Interpretable non-linear data analysis on deformed star distributions arXiv:2605.24113v1 Announce Type: new Abstract: Classical archetypal analysis is appealing for its interpretability, but its linear geometry can limit performance on data with strongly non-linear structure; at the same time, existing neural extensions improve flexibility while… 35 arXiv — NLP / Computation & Language research 3mo ago Raon-Speech Technical Report arXiv:2605.23912v1 Announce Type: new Abstract: We present Raon-Speech, a top-performing 9B-parameter speech language model (SpeechLM) for English and Korean speech understanding, answering, and generation, and Raon-SpeechChat, a high-performing full-duplex extension for natural… 11 r/LocalLLaMA community 3mo ago AI content detector based on Qwen 0.8b fine-tuned on Pangram dataset I've fine-tuned Qwen 3.5 0.8B on the dataset provided by Pangram with their EditLens paper. It's available via a Chrome extension ; you can just click selected text and it's going to give you the probability distribution of how likely it is AI-generated. It takes under 1s on my… 36 r/MachineLearning community 3mo ago MergeNB: An intuitive merge conflict resolver built for Jupyter notebooks in VS Code [P] I used to work heavily with Jupyter Notebooks + git + VS Code in a collaborative research setting and found nbdime to be somewhat buggy/a hassle to work with in general. So, in typical side project fashion ( relevant xkcd ) I've been working on MergeNB quite a bit over the last… 31 Hacker News — AI on Front Page community 3mo ago Show HN: Audiomass – a free, open-source multitrack audio editor for the web Article URL: https://audiomass.co/?multitrack=1 Comments URL: https://news.ycombinator.com/item?id=48258015 Points: 338 # Comments: 68 29 llama.cpp releases dev-tools 3mo ago b9289 SYCL : gated_delta_net K>1 ( #23174 ) sycl_gated_delta_net K>1 editor_config macOS/iOS: macOS Apple Silicon (arm64) macOS Apple Silicon (arm64, KleidiAI enabled) macOS Intel (x64) iOS XCFramework Linux: Ubuntu x64 (CPU) Ubuntu arm64 (CPU) Ubuntu s390x (CPU) Ubuntu x64 (Vulkan)… 34 MIT Technology Review — AI news-outlet 3mo ago Roundtables: Can AI Learn to Understand the World? Listen to the session or watch below AI companies want to build systems that understand the external world and overcome the limitations of LLMs. Recent developments have brought world models to the forefront of the AI discussion. Watch a conversation with editor in chief Mat… 31 r/LocalLLaMA community 3mo ago I did what Microsoft wouldn't - updated POML VS Code extension What's a POML? Microsoft came up with this really cool HTML style mark-up language that allows you to make modular prompt templates, with all sorts of neat features like local AI support via OpenAI API , setting runtime parameters for your LLM, and embedding documents into the… 35 arXiv — Machine Learning research 3mo ago Modality-Decoupled Online Recursive Editing arXiv:2605.20273v1 Announce Type: new Abstract: Online model editing for multimodal large language models (MLLMs) requires assimilating a stream of corrections under tight compute and memory budgets. Yet editors developed for text-only LLMs often degrade on MLLMs: visually… 11 arXiv — NLP / Computation & Language research 3mo ago Metaphors in Literary Post-Editing: Opening Pandora's Box? arXiv:2605.21178v1 Announce Type: new Abstract: This paper investigates how post-editors of literary texts react and respond to the way metaphors have been translated by Neu ral Machine Translation (NMT) and Large Language Models (LLMs). The results show that one in three… 22 Hugging Face Daily Papers research 3mo ago Editor's Choice: Evaluating Abstract Intent in Image Editing through Atomic Entity Analysis Abstract Abstract image editing benchmark and entity-rubrics framework reveal challenges in balancing intent and preservation for abstract instructions, highlighting need for advanced LLM integration and iterative approaches. AI-generated summary Humans naturally communicate… 38 Hacker News — AI on Front Page community 3mo ago GitHub confirms breach of 3,800 repos via malicious VSCode extension Previous thread in sequence: GitHub is investigating unauthorized access to their internal repositories - https://news.ycombinator.com/item?id=48201316 - May 2026 (321 comments) Comments URL: https://news.ycombinator.com/item?id=48207660 Points: 442 # Comments: 140 11 Page 3 of 4 · 178 articles ← Newer Older →
