All news
10600
NVIDIA Releases 120B Nemotron 3.5 Super VL and Bolt Models for Local Agents
NVIDIA opened Nemotron 3.5 Super VL, a 120B-parameter model with a 5x speed gain, plus two Bolt models. Bolt 74B-A9B fits in 24 GB thanks to 2-bit quantization.

Goodfire Researcher Claims Neural Networks Are Far Simpler Than Interpretability Experts Thought
Nick Cammarata of Goodfire argues that most neurons in trillion-parameter models are actually readable by humans. The famous examples of "tangled" neurons, he says…

aiedit hides individual lines of code from an AI agent: 5 levels and 857 tests
A Python beginner built the aiedit editor with Claude: the model sees the project but not the locked lines. Code, not a prompt, enforces it: 11K lines, 857 tests…

Microsoft and Hugging Face trained Qwen3.8-27B on database-state rewards: from 38 to 107 tasks

Gemma 26B fine-tuned on a 24 GB MacBook: offline assistant gets 703 of 766 right

Cognition releases FrontierCode 2.0: the best score is just 45.5%

Dharma-AI trimmed Qwen3-4B's vocabulary and cut inference cost by 77%

Codex on GPT-6.1 Sol trims its window to 828 400 but still accepted an 888-thousand-token input
The config says model_context_window = 1 000 000, yet Codex reports 828 400. A 890 547-token test shows it is a history threshold, not a limit on a single input.

12 Pentesting Tools vs. Juice Shop: The Best AI Agent Found 5 Holes Out of 116
The author ran 6 AI agents, 4 DAST scanners and a Claude + Burp MCP combo against OWASP Juice Shop's 116 vulnerabilities. The hybrid won with 9/10; headline…

Reflection Releases Beam: An Open 501B-Parameter MoE Model Under Apache 2.0

Meta open-sources Muse Spark Open: an 816B-parameter MoE with a 1M-token context

Modal Raises $750M at a $15.75B Valuation and Reaches $1B in ARR

Property Finder Found a Flaw in Its Labels and Cut VLM Costs by 86%

OpenAI Releases GPT-6.1 Terra: $1 per Million Input Tokens and Three Times Faster Than Astra
OpenAI unveils GPT-6.1 Terra, a mid-tier model for agents that can see the screen: $1 per million input tokens, $5 per million output, and three times faster than…

2026 Open-Source Models Claim 1M Context but Read It Selectively
GLM-5.3 picks 2048 tokens from history, DeepSeek-V4-Pro holds 1024 compressed blocks, and Qwen3.8 and Kimi K3 use full attention in only every fourth layer. What…









