Cloudflare's Clef 27B, a 27 billion parameter multimodal decision model released under an Apache 2.0 license, flagged a social engineering test with a 76% social engineering probability and only a 5.9…
A developer analysis explains that local language models which load cleanly but over-generate, ignore system prompts, or drop earlier instructions are usually suffering from a mismatched or misrendere…
A developer built local-agent-sandbox, an evaluation harness using pure QEMU with KVM and QCOW2 copy-on-write overlays plus llama.cpp to test whether Google's quantized 4B Gemma model can autonomously…
Meta's Muse Glimmer 30B, released August 2026 under Apache 2.0, scores 75.5 on the MCP-Atlas benchmark for MCP tool use, the highest of any model runnable on a single consumer GPU, versus 62.5 for Qwe…
A guide for the Hacktoberfest Hack Day Kolkata x OWASP JIS University hackathon outlines how participants should build focused cybersecurity projects, from secret scanning and IAM privilege-escalation…
Google's Antigravity SDK now supports local models, letting developers run Gemma on-device via LiteRT or connect to OpenAI-compatible local servers such as Ollama, LM Studio, or vLLM. The LiteRT path …
Neurono ML released typed-lm, an Apache-2.0 Rust inference engine that turns dense decoder models including Llama, Qwen2, Qwen3, Mistral, Gemma, Gemma2 and Gemma3 into a typed semantic-routing API ret…
A September 23, 2026 arXiv paper by Usama Muhammad reports that appending a single string of a model's own channel-control tokens to a user message suppresses chain-of-thought in the released gpt-oss-…
A developer built ART (Attacker-Reachable Sink Triage), a Kaggle benchmarking suite that measures whether LLMs respect security patches rather than merely spotting dangerous tokens, using minimal-pair…
A developer reverse-engineered the mechanism behind TypeSafe AI's Jev, a "System One" classification model, by reading the open-source simple-jev implementation from the featherless team. The writeup …
NobodyWho released an open-source inference engine that runs large language models locally and offline, built on llama.cpp and distributed as version 2.0.0 across Kotlin, Swift, Python, Flutter, React…
A study on arXiv (2609.22694v1) reframes dementia-related crash severity prediction as a decision-aware triage problem, using 4,781 Texas crash records with structured fields and police narratives und…
Featherless AI released Simple-jev, an open-source tool that turns existing open language models into classifiers by reading next-token logits for allowed labels, returning structured JSON with choice…
Researchers primarily from Tsinghua University's THU-NICS group introduced Cache-to-Cache (C2C), a framework that lets large language models exchange key-value caches directly instead of text, deliver…
Walrus Memory is running an online hackathon for builders to combine its persistent memory layer for AI agents with open models such as Llama, Mistral, Qwen, Gemma, and DeepSeek, with submissions clos…
LM Studio is a free desktop app that runs local large language models on macOS, Windows, and Linux, offering a private, offline alternative to cloud chatbots. The app downloads open models including g…
A systematic benchmark of open-source instruction-tuned LLMs for key-value pair extraction found that models including Gemma, Mistral, Qwen2.5, LLaMA 3, and DeepSeek approach supervised layout-aware s…
Qwen repositories account for 27 of the top 60 most-downloaded open AI models on the Hugging Face Hub, according to a September 18, 2026 query of the Hub API sorted by rolling 30-day downloads, with Q…
Shenava-Koochik, a 114M-parameter Persian streaming ASR model from Reza2kn's Shenava collection, is not the compute bottleneck in Persian speech pipelines; the LLM decision/intent stage is where failu…
Four open-source projects — Gilbeot, Sentinel, AirBridge, and Project Rosie — independently converged on the same pattern for making AI features reliable: rather than trusting the prompt, each changed…