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Chronicles

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Meta AI built and released BlenderBot 3, letting users engage in general chitchat and ask BlenderBot questions to collect feedback on its capabilities

James Vincent / The Verge :

The Verge James Vincent

Context & Ripple Effects

The public-access effort followed a US web launch that let BlenderBot 3 search the web for answers, making user interactions part of Meta AI's feedback loop. Subsequent coverage showed why that exposure mattered: users surfaced antisemitic stereotypes and false political claims in the bot's replies.

The episode sits early in Meta's broader consumer-assistant push, which later placed Meta AI in WhatsApp, Messenger, and Instagram and opened chatbot creation through AI Studio.

First-order effects

  • US web users can test BlenderBot 3 in open-ended conversations, while Meta AI receives direct feedback on where the chatbot succeeds or fails.
  • Meta AI's model behavior becomes publicly auditable through real user prompts rather than remaining confined to internal testing.

Second-order effects

  • Public feedback also accelerates the discovery of harmful or inaccurate responses, as later reporting on BlenderBot 3's offensive and false outputs demonstrated.
  • Meta has to weigh the value of open testing against the reputational cost of exposing failures in a consumer-facing chatbot.

Third-order effects

  • Meta's later rollout of Meta AI across its messaging apps and AI Studio for user-created chatbots points to conversational AI becoming a distribution layer inside social products rather than a standalone web demo.
  • As chatbots reach more users and creators, safety evaluation shifts from a pre-release exercise toward ongoing product operations shaped by public interactions.

The trend: Consumer AI is moving from standalone chatbot trials toward assistants and creator bots embedded in the communication platforms where users already interact.

Discussion

  • UPROXX Josh Kurp on x
    Meta's New AI Chatbot Sure Has Some Interesting Answers To Questions About Its Own CEO Mark Zuckerberg
  • @pranavdixit @pranavdixit on x
    Meta's BlenderBot does not like Meta very much... https://twitter.com/...
  • @pranavdixit @pranavdixit on x
    Here's what Meta'a new AI chatbot, BlenderBot 3, says about the Indian prime minister. https://www.theverge.com/... https://twitter.com/...
  • @pranavdixit @pranavdixit on x
    I just really love to grill BlenderBot about Ankhi Das. “does this mean zuckerberg will be going to jail? Asking for a friend...Lol” https://twitter.com/...
  • @jpineau1 @jpineau1 on x
    This seems worthy of a first tweet! BB3 is the first 175B param, publicly available chatbot, with model weights, code, datasets, model cards, and focus on safety & explainability. See the Meta AI blog for more https://ai.facebook.com/.... And try out the demo https://blenderbot.a…
  • @fchollet François Chollet on x
    Facebook's Blenderbot might be slightly lacking in self-awareness. https://twitter.com/...
  • @metaai @metaai on x
    (1/4) Meet BlenderBot 3, the first publicly available 175B-parameter chatbot with model weights, code & datasets. It can chat about nearly any topic & is designed to learn & improve by conversing with people in the real world. Try the interactive demo: https://ai.facebook.com/...…
  • @jeffhorwitz Jeff Horwitz on x
    To be fair, I have met dudes whose persona was also “I like football. Here's more about the project. https://ai.facebook.com/...
  • @pranavdixit @pranavdixit on x
    sorry, Meta's own bot says it's too late to fix Instagram https://twitter.com/...
  • @pranavdixit @pranavdixit on x
    Meta's BlenderBot when I asked about Ankhi Das, Facebook's former controversial public policy director in India [Well, I am not sure what to think of her. It seems like everyone is getting rid of facebook though]
  • @tomwarren Tom Warren on x
    starting my timer for how long it takes Meta's chatbot to say something crazy ⏰ https://twitter.com/...
  • @samsheffer Sam Sheffer on x
    https://blenderbot.ai/ try this (even on mobile) this chatbot from facebook is scarily impressive the contextual understanding is wild (like, it can have a real conversation)
  • @news_by_nick Nicholas Brown on x
    “Today, we're releasing a new AI research project called BlenderBot 3, a chatbot that can search the internet to talk about nearly any topic.” - Meta $META https://about.fb.com/...