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TechQuiet · 28h

Panda launches $2,997 personal AI computer with on-device processing

A startup is taking preorders for a local-only AI machine that runs models without cloud connectivity, but early skepticism focuses on missing specs and a 15-month delivery window.

What to know

  • Panda is a $2,997 local-only AI computer taking $100 deposits now, with shipping promised for December 2027.
  • The device runs all AI processing on-board—chat, image generation, coding—with zero cloud connectivity, targeting privacy-conscious consumers frustrated by subscriptions.
  • Early Hacker News reception was skeptical: commenters challenged the "first" claim, demanded hardware specs (later provided), and warned of vaporware and deposit scams.
  • The founder disclosed AMD Ryzen AI Max+ 395 CPU, 128 GB RAM, 4 TB SSD, and open-source models (Qwen, gpt-oss) running via llama.cpp after pushback.

The dispute Whether Panda represents a viable first-mover product or a speculative fund-raising scheme premised on unrealistic delivery timelines. · positions read across 10 posts and comments

many voices

Missing specs and long shipping window suggest vaporware or deposit collection scam.

  • “Not just vaporware but a scam to collect the $100 deposits and disappear.”

    binlog · Hacker News ↗
many voices

Technical specifications are insufficient and the 'first' claim is unsubstantiated.

  • “What justifies the claim of being "the world's first personal AI computer"? There are many computers catering to local AI on the market.”

    RohanAdwankar · Hacker News ↗
some voices

UI and workflow design needs refinement; local-first approach should enable better personal assistant patterns.

  • “The chat UI is duplicating the chatgpt/claude web chats, where you've got a list of chats on the left and each new thing you wanna do is expected to be a new chat…”

    furyofantares · Hacker News ↗

moezee1 Panda founder

How it unfolded 4 developments, newest first · click a bar or a number to jump articlespostscomments

Peak 5 pieces in one half hour at Sep 27, 10 PM; 13 pieces over 32 hours (1 article · 2 posts · 10 comments) Sep 27, 8:44 PM — quietSep 27, 9:14 PM — 2 pieces · 1 article · 1 post — Hacker News 1, Newswires 1Sep 27, 9:44 PM — 3 pieces · 1 post · 2 comments — Hacker News 2, Mastodon 1Sep 27, 10:14 PM — 5 pieces · 5 comments — Hacker News 5Sep 27, 10:44 PM — 1 piece · 1 comment — Hacker News 1Sep 27, 11:14 PM — quietSep 27, 11:44 PM — 1 piece · 1 comment — Hacker News 1Yesterday, 12:14 AM — 1 piece · 1 comment — Hacker News 1Yesterday, 12:44 AM — quietYesterday, 1:14 AM — quietYesterday, 1:44 AM — quietYesterday, 2:14 AM — quietYesterday, 2:44 AM — quietYesterday, 3:14 AM — quietYesterday, 3:44 AM — quietYesterday, 4:14 AM — quietYesterday, 4:44 AM — quietYesterday, 5:14 AM — quietYesterday, 5:44 AM — quietYesterday, 6:14 AM — quietYesterday, 6:44 AM — quietYesterday, 7:14 AM — quietYesterday, 7:44 AM — quietYesterday, 8:14 AM — quietYesterday, 8:44 AM — quietYesterday, 9:14 AM — quietYesterday, 9:44 AM — quietYesterday, 10:14 AM — quietYesterday, 10:44 AM — quietYesterday, 11:14 AM — quietYesterday, 11:44 AM — quietYesterday, 12:14 PM — quietYesterday, 12:44 PM — quietYesterday, 1:14 PM — quietYesterday, 1:44 PM — quietYesterday, 2:14 PM — quietYesterday, 2:44 PM — quietYesterday, 3:14 PM — quietYesterday, 3:44 PM — quietYesterday, 4:14 PM — quietYesterday, 4:44 PM — quietYesterday, 5:14 PM — quietYesterday, 5:44 PM — quietYesterday, 6:14 PM — quietYesterday, 6:44 PM — quietYesterday, 7:14 PM — quietYesterday, 7:44 PM — quietYesterday, 8:14 PM — quietYesterday, 8:44 PM — quietYesterday, 9:14 PM — quietYesterday, 9:44 PM — quietYesterday, 10:14 PM — quietYesterday, 10:44 PM — quietYesterday, 11:14 PM — quietYesterday, 11:44 PM — quietToday, 12:14 AM — quietToday, 12:44 AM — quietToday, 1:14 AM — quietToday, 1:44 AM — quietToday, 2:14 AM — quietToday, 2:44 AM — quietToday, 3:14 AM — quietToday, 3:44 AM — quietToday, 4:14 AM — quiet 1–34
yesterday8 AM4 PMnow · 4:44 AM ET
  1. 4

    Panda founder releases full hardware and software specs

    In response to spec requests, moezee1 (the founder) disclosed complete specifications: AMD Ryzen AI Max+ 395 processor, 128 GB LPDDR5X RAM, 4 TB NVMe SSD storage, llama.cpp inference engine, and three model families (Qwen3-30B-A3B for chat/calendar, gpt-oss-120b for complex tasks, Qwen3-Coder-Next for coding). The founder noted the landing page omitted specs intentionally to target non-technical consumers.

    “We left the specs out because the landing page was made for non-technical consumers who aren't aware of the hardware required in general.”
    — moezee1
    • Hi,We left the specs out because the landing page was made for non-technical consumers who aren't aware of the hardware required in general.Here are the specs: Processor (SoC): AMD Ryzen AI Max+ 395 Memory: 128 GB LPDDR5X-8000 Motherboard: custom Storage: NVMe SSD, 4 TB: WD_Black SN850X 4TBRest is basic: ethernet, usb c ports, wifi module, power…

      moezee1Hacker News1d agoview on Hacker News ↗
    2 posts in this stretch →
  2. 3

    Skeptics challenge "first" claim and voice scam concerns

    Commenters questioned both Panda's claim to be the world's first personal AI computer and the legitimacy of the offer. One commenter suggested the 15-month shipping timeline was a red flag for a deposit-collection scheme.

    “Not just vaporware but a scam to collect the $100 deposits and disappear.”
    — binlog
    1. first by HN Frontpage, 1d ago

    • The chat UI is duplicating the chatgpt/claude web chats, where you've got a list of chats on the left and each new thing you wanna do is expected to be a new chat, and maybe it has memories it writes to or can search chats to cross reference.I've been using these things a bit differently lately, more of a personal assistant - probably more of the…

      furyofantaresHacker News1d agoview on Hacker News ↗
    2 more of the top 3 · 7 posts in this stretch
    • What justifies the claim of being "the world's first personal AI computer"? There are many computers catering to local AI on the market.

      RohanAdwankarHacker News1d agoview on Hacker News ↗
    • Not just vaporware but a scam to collect the $100 deposits and disappear.December 2027 shipping date is hilarious for an AI hardware product.

      binlogHacker News1d agoview on Hacker News ↗
    all of them →
  3. 2

    Critics demand hardware specifications and technical details

    Hacker News commenters immediately questioned the lack of publicly disclosed specifications. Concerns focused on processor, memory, which AI models run on the device, and whether source code would be available, with several calling it vaporware without technical transparency.

    “Really needs some details on what hardware is in there / what models it can run.”
    — davrosthedalek
    • Really needs some details on what hardware is in there / what models it can run.

      davrosthedalekHacker News1d agoview on Hacker News ↗
  4. 1

    Panda launches preorders for local-only AI computer

    Panda announced its personal AI computer for consumers concerned about privacy and subscription costs. The device runs all AI processing locally—chat, image generation, coding, and 3D modeling—with no cloud connectivity or data transmission. It costs $2,997 ($100 deposit to reserve, $2,897 on shipment); shipping begins December 2027 with 1,000 units in the first run.

    “Panda brings AI back to that model: a device you own, working for you alone.”
    — Panda

What people are saying 4 voices from 1 site · best of 10 · verbatim