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Hacker News - Newest: "AI"

AI can't read an investor deck AI as an attorney? Student uses ChatGPT, Gemini to sue UW over alleged racial discrimination Hacking MCP Servers in AI Systems – The Rug Pull: Tool Changes After Approval GitHub - MeepCastana/KubeezCut: Free Web based video editor Can AI judge journalism? A Thiel-backed startup says yes, even if it risks chilling whistleblowers Coming soon: 10 Things That Matter in AI Right Now DARPA built an AI to fact-check enemy weapons claims What explains heterogeneity in AI adoption? When AI Meets Muscle: Context-Aware Electrical Stimulation Promises a New Way to Guide Human Movements - Department of Computer Science AI Changed How We Build. It Did Not Change What Matters. Linux rules on using AI-generated code - Copilot is OK, but humans must take 'full responsibility for the… Meta spins up AI version of Mark Zuckerberg to engage with employees Code Mode: Let Your AI Write Programs, Not Just Call Tools | TanStack Blog GitHub - Delavalom/graft: Go framework for building AI agents. Type-safe tools, multi-provider (OpenAI, Anthropic, Gemini, Bedrock), zero vendor SDKs. India's TCS tops estimates, says new AI models did not dent services demand Gen Z's fading AI hype Strong feeling: we are in a folded AI reality GitHub - machinarii/total-recall-catalog: A reference catalog of latest knowledge retrieval, memory & RAG systems GitHub - mensfeld/code-on-incus: Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. Quantization, LoRA, and the 8% Problem: Benchmarking Local LLMs for Production AI Iran war: We spoke to the man making Lego-style AI videos that experts say are powerful propaganda Powell, Bessent discussed Anthropic's Mythos AI cyber threat with major U.S. banks GitHub - immartian/bellamem: Persistent belief-graph memory for AI agents. Retrieves decisive context by importance — not recency, not RAG, not /compact. recursive-mode: The Repo-Native Operating System for AI Engineering After the attack on Sam Altman's home, will AI CEO's go on the offensive? The biggest advance in AI since the LLM Opus 4.6 vs GPT 5.4 One Prompt Unity World Generation Test “AI polls” are fake polls Client Challenge Can AI be a 'child of God'? Inside Anthropic's meeting with Christian leaders
GitHub - recursia-lab/Seer: Local AI image descriptions f...
chiachi · 2026-04-30 · via Hacker News - Newest: "AI"

Local AI image descriptions for screen readers. No API key. No cloud. Fully private.

Seer is a browser extension that automatically describes images without alt text using a local AI model (PaliGemma2). Every image is processed on your own computer — nothing is ever sent to a server.


Who is this for?

People who use screen readers (NVDA, JAWS, VoiceOver) and encounter images on the web that have no description. Most websites don't write alt text. Seer fills that gap, silently and automatically.


How it works

[Webpage image without alt text]
        ↓
[Seer Extension detects it]
        ↓
[Sends image to local Seer daemon]
        ↓
[PaliGemma2 AI describes the image]
        ↓
[Screen reader announces: "Image: a golden retriever running on a beach"]

No internet required after setup. No account. No subscription.


Setup (2 steps)

Step 1: Start the Seer daemon

# Install dependencies
pip install fastapi uvicorn

# Start (replace paths with your model locations)
python3 daemon/server.py \
    --model pali2-mix-Q4_K_M.gguf \
    --mmproj pali2-mix-mmproj.gguf \
    --llama-cli /path/to/llama-mtmd-cli

The daemon listens on http://127.0.0.1:11435.

Step 2: Install the extension

  1. Chrome → chrome://extensions → Enable Developer mode
  2. Load unpacked → select the extension/ folder

Models

Uses PaliGemma2-3b-mix-224 (Google) — 3B vision-language model for image description, OCR, and VQA.

File Size
pali2-mix-Q4_K_M.gguf ~1.6 GB
pali2-mix-mmproj.gguf ~833 MB

Requires ~3 GB RAM. No GPU needed.


Privacy

All processing is local. Nothing leaves your computer.


Why we built this

Most AI image description tools need a cloud API — meaning you pay per image, your photos go to someone else's server, and it doesn't work offline.

We believe accessibility tools should be free, private, and work for everyone — including people in low-resource environments.


License

Apache 2.0 — Built by Recursia Lab