source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
WEDNESDAY, SEPTEMBER 16, 2026
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  1. 001Hacker NewsSEP · 16English

    Neurogrid Terminal Coding Agent

    nrgrd is a terminal UI coding agent for interacting with AI models and managing development tasks, built on OpenAI-compatible endpoints like NeuroGrid deployments. It provides workspace awareness, native tools for file and git operations, interruptible execution, and persistent sessions with permission-gated actions. Installation via uv tool or pipx supports macOS, Linux, and Windows with Python 3.11+.

    By NeuroGrid-AI-exchange
  2. 002Hacker NewsSEP · 16English

    Ask HN: What's the most economical approach to the most tokens?

    A developer asks for cost-effective approaches to accessing AI tokens for web and game development, comparing tools like VSCodium with Cline, Cursor, and OpenRouter across various models including GLM, Grok, and Deepseek.

    By RufusJacksons
  3. 003aihotSEP · 14English

    DeepSeek 发布 V4.1-Flash:新 Causal Encoder-Decoder 架构,带原生视觉理解

    DeepSeek released V4.1-Flash, introducing a new Causal Encoder-Decoder architecture with native visual understanding capabilities, six weeks after its July V4-Flash update which focused on post-training improvements.

  4. 004aihotSEP · 12English

    DeepSeek 发布 V4.1-Flash,大幅降低 AI Agent 的 KV cache 内存需求

    DeepSeek released V4.1-Flash, a new AI model that significantly reduces memory requirements for AI agents by shrinking the KV cache to about a quarter of its predecessor's size. The model uses 552 billion parameters and employs techniques like splitting the architecture into encoder and decoder components to halve compute needs for input processing. Performance matches leading models on coding tasks, though weaknesses remain in scientific reasoning and image analysis.

  5. 005Hacker NewsSEP · 12English

    GPT-6-Astra Can Do Ambitious Things

    GPT-6-Astra is a powerful AI model that excels at ambitious projects, 3D tasks, games, and computer use, showing dramatic improvements over previous models like Sol, though it remains inferior to Fable 5.1 for conversational tasks. OpenAI has positioned it as approaching AGI capabilities, though experts debate whether this label applies prematurely.

    By Zvi Mowshowitz
  6. 006Hacker NewsSEP · 11English

    Build your own custom benchmark

    Optima is a platform for building custom benchmarks to evaluate AI models on specific tasks using your own data. It provides cost and performance comparisons across models with deterministic rubric-based grading, priced by token usage for benchmark runs and per-criterion fees for evaluation.

    By prathje
  7. 007Hacker NewsSEP · 09English

    Six Chinese AI firms accused of aggressively copying US frontier models

    The US NSA, CISA, and FBI accused six Chinese AI firms—DeepSeek, Moonshot AI, Alibaba, MiniMax, StepFun, and Z.AI—of conducting industrial-scale attacks to extract capabilities from US frontier AI models like Claude and GPT since late 2024, likely with Chinese government awareness. The firms used methods including fake account fraud and prompt injection to bypass security and reduce their own development costs. US agencies called for coordinated action across the AI ecosystem to prevent this alleged theft threatening American AI leadership.

    By Ashley Belanger