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310 posts · news.ycombinator.com

  1. I don't want to read what you didn't write

    The essay laments the unreadability of AI‑generated design docs, PR summaries, and other engineering writing, citing a survey where 78% of readers quit when they suspect AI involvement. The author finds AI useful only when they control the prompt and context—e.g., for grammar checks, citation generation, and diagram creation while writing a paper—but not for producing the core narrative. He highl…

    Hacker News front pagecolinbreck.com13 minHN387133
  2. Transformers Explained Visually

    The article walks through the core components of a text‑generative Transformer—embedding, multi‑head self‑attention, MLP, and output projection—using GPT‑2 small as a concrete example. It shows the dimensions, parameter counts, and step‑by‑step calculations that underlie token prediction.

    Hacker News front pagegithub.io11 minHN23839
  3. Frontier AI on Your Own Hardware

    Tim Dettmers’ lab releases an open‑source stack that lets a single‑GPU desktop run 125‑B‑parameter LLMs (Qwen 3.8 Flash Next) and even a 550‑B model (DeepSeek V4.1) with 1.5‑bit quantisation, 450 t/s token throughput, and an auto‑compaction system (CliffCompaction) that halves inference cost and enables multi‑million‑token agent sessions. The stack combines an agent harness, a fast inference fram…

    Hacker News front pagetimdettmers.com17 minHN11660
  4. Why Does an NPM Math Library Need an Encrypted Loader?

    SafeDep discovered that several npm packages masquerading as mathjs contain an encrypted loader that only activates when a caller passes a particular matrix to the LU solver, using the matrix’s lower‑triangular factor as the decryption password. The loader decrypts and executes a multi‑stage remote‑access implant that talks to Slack, Telegram and a blockchain contract, and the same technique is r…

    Hacker News front pagesafedep.io10 minHN11535
  5. How do Traffic Signals Work (2019)

    A high‑level overview of how traffic signals are designed and operated: basic phases, timing rules, actuated detection, coordination between adjacent lights, and emerging adaptive‑control systems that use centralized data and ML. The piece stays at the level of civil‑engineering concepts and does not dive into implementation details relevant to software engineers.

    Hacker News front pagepractical.engineering9 minHN6649
  6. Grok 4.7

    xAI announced Grok 4.7, a new LLM for coding and knowledge work. The post claims it’s twice as fast and half the price of comparable models, and shows a CursorBench 4.0 chart with a 46.3 % “Extra High” score at $6.01 average cost per task. No architecture details, training data, or engineering rationale are provided.

    Hacker News front pagex.ai2 minreleaseHN519440
  7. M5 Ultra Mac Studio Review

    The M5 Ultra Mac Studio (256 GB RAM) uses a quad‑die M5 Max architecture with an 80‑core GPU and 1.2 TB/s memory bandwidth, delivering ~70 % faster prompt‑to‑first‑token and token‑generation rates than the M3 Ultra. In the author’s tests Qwen3.8‑Flash‑Next hits 100 tokens/s on short prompts and 60‑85 tokens/s with 64‑256 KB context, making local AI agents (Open Minis, Hermes, Codex) feel snappy a…

    Hacker News front pagemacstories.net39 minHN234235
  8. Python Workers are now generally available

    Python Workers are now GA on Cloudflare Workers. The runtime uses Pyodide‑compiled WebAssembly to run Python, adds first‑class support for Cloudflare bindings (queues, KV, etc.) without manual JS conversion, provides built‑in ASGI/WSGI adapters for FastAPI, Django, Flask, and implements a socket syscall bridge so standard Python DB drivers work via Hyperdrive. The team also pushed PEP 783 to stan…

    Hacker News front pagecloudflare.com9 minreleaseHN19532
  9. ZuckOff Know when a camera is in the room

    ZuckOff is a mobile app that passively scans for Bluetooth advertisements from camera‑glasses (Ray‑Ban Meta, Oakley Meta, Snap Spectacles, etc.) and notifies the user when such devices are nearby. It logs all BLE devices, lets users whitelist known glasses, offers iOS widgets and Live Activity alerts, and can export logs as CSV. The app is free, has no account, and is marketed alongside merch.

    Hacker News front pagezuckoff.app2 minreleaseHN59099