#conversational

2026-02-28

Developer creates 'Conversational AI' that can run in 64kb of RAM on 1976 Zilog Z80 CPU-powered System — features a tiny Chatbot and a 20-Question guessing Game.

The venerable Zilog Z80 CPU has been around since 1976, and it has powered everything from calculators and home computers to arcade cabinets. But the 8-bit microprocessor isn't exactly a powerful CPU compared to what we use today. That said, developer HarryR has created Z80-μLM, a working "AI" for the well-respected microprocessor.

⁉️[HarryR] confirms that it won't pass the Turing test, but it is a bit of fun. And no, the price of Z80s will not be impacted by AI.⁉️

github.com/HarryR/z80ai

#zilog #z80 #conversational #ai #retrocomputing #engineering #media #retro #tech #news

👾According to the readme file, "Z80-μLM is a 'conversational AI' that generates short character-by-character sequences, with quantization-aware training (QAT) to run on a Z80 processor with 64kb of RAM." [HarryR]'s goal is to see how small an AI project can go, while still having a "personality". Can the AI be trained and fine-tuned? It seems that [HarryR] has done it in just 40KB, including inference, weights, and chat style user interface.👾

⁉️[HarryR] has kindly detailed the features of this Z80 AI project⁉️

• Trigram hash encoding: Input text is hashed into 128 buckets - typo-tolerant, word-order invariant
• 2-bit weight quantization: Each weight is {-2, -1, 0, +1}, packed 4 per byte
• 16-bit integer inference: All math uses Z80-native 16-bit signed arithmetic
• ~40KB .COM file: Fits in CP/M's Transient Program Area [TPA]
• Autoregressive generation: Outputs text character-by-character
• No floating point: Everything is integer math with fixed-point scaling
• Interactive chat mode: Just run CHAT with no arguments[ImageSource: HarryR]

👾The project comes with two examples. Tinychat is a conversational chatbot that responds to greetings and questions about itself with very short replies. The other is Guess, a 20-question game where the model knows a secret and I must try to guess.👾

Both of these examples are made available as binaries for use with CP/M systems and the Sinclair ZX Spectrum. The CP/M files are typical .COM files that anyone can easily run. For the ZX Spectrum, there are two .TAP files, cassette tape images that can be loaded into an emulator, or on real hardware.

The chatbot's AI is limited but nuanced.

• OK - acknowledged, neutral
• WHY? - questioning your premise
• R U? - casting existential doubt
• MAYBE - genuine uncertainty
• AM I? - reflecting the question back

⁉️According to [HarryR], "....it's a different mode of interaction. The terse responses force you to infer meaning from context or ask probing direct yes/no questions to see if it understands or not". The responses are short on purpose, sometimes vague, but there is a personality inferred in the response. Or could this just be a human brain trying to anthropomorphize an AI into a real person?⁉️[ImageSource: Gettyimages]

⁉️Will AI Create The Z80-pocalypse⁉️

The short answer is no, there is nothing to fear! But the Z80 has seen its life threatened during its 50-year lifespan.

👾In 2024, the Z80 finally reached end of life/last time buy status according to a Product Change Notification [PCN] that I saw via Mouser. Dated April 15, 2024, Zilog advised customers that its "Wafer Foundry Manufacturer will be discontinuing support for the Z80 product.…" But fear not, as back in May 2024, one developer was working on a drop-in replacement. Looking at Rejunity's Z80-Open-Silicon repository, I can see that did in fact happen via the Tiny Tapeout project.👾

<https://www.mouser.com/PCN/Littelfuse_PCN_Z84C00.pdf>

<https://github.com/rejunity/z80-open-silicon?tab=readme-ov-file>
2026-02-18

Also started a small newsletter for my writings on #Conversational #AI which will be more regular from here on. Here it is buttondown.com/computational-c

Just heard a take that "we’re all much more comfortable talking than clicking a bunch of buttons", with the conclusion being that we need to strive for building #conversational and #LLM powered interfaces for everything.
And, like, no? Except for a few specific situations, I very much do *not* want to talk to my computer if I can achieve the same goal by pressing a few buttons instead. Kinda makes perfect sense though that the people pushing hard for AI seem to generally be the, uhm, talkative type.

#AI

eicker.news ᳇ tech newstechnews@eicker.news
2025-11-13

#OpenAI has upgraded #ChatGPT with #GPT51, introducing two new models: GPT-5.1 #Instant, which is faster and more #conversational, and GPT-5.1 #Thinking, which adapts its #reasoning power based on query complexity. The update also includes increased #personalisation options. OpenAI emphasises the importance of user feedback. venturebeat.com/ai/openai-rebo #tech #media #news

Hacker Newsh4ckernews
2025-11-13
Viktoria Pammer-SchindlerviktoriaPammerSchindler@hci.social
2025-10-28

Conversational and tangible Human-AI Interaction - recently, students from Prof. Pengcheng An's research group at the Southern University of Science and Technology , Shenzhen, China; and from my own research group at the Technische Universität Graz, Graz, Austria, met online to share their latest research in #HCI and #AI, focussed on #conversational and #tangible Human-AI interaction, for human productivity, learning and well-being.

anpengcheng.cn/

staff.tugraz.at/viktoria.pamme

2025-10-28

Strava Conversational Tools

Reading Time: < 1 minute

The sun is shining. For a day or two the grey Autumn weather is gone. This would be a good time for a spontaneous bike ride. The issue with this is that Strava is great for sharing activities that are planned in advance, and those that have passed. It's easy to get kudoes. It isn't easy to converse.

They have instant messaging but it is only available via the mobile phone app, rather than from the web interface. It is seldom used so to use it might appear spammy to use it like we use Signal or Whatsapp.

With the beautiful weather, and blue skies we have today, it seems a shame not to have a spontaneous social ride. It would be easy to say "hey, let's meet here at that time and go for a spontaneous ride. This is especially true since the weather could be bad for the weekend. It might rain for the entirety of Saturday and Sunday.

I suspect that weather, rather than motivation, is keeping people indoors. If the weather was nice people would leave their indoor trainers and enjoy the Autumn air, sights and sounds.

And Finally

I suspect that if Strava, and Meetup.com, as well as WhatsApp for events, became more conversational, so the amount of noise would go up, as well as the number of activities decline. Strava, and Meetup.com fill the niche of giving us a place to organise events, and then speak in person.

Twitter was great for online conversations that eventually resulted in tweetups, but those days are long gone, due to algorithms, and now AI bots making conversations between individuals more challenging.

#conversational #coonversations #networking #social #spontaneous #strava

Cycling by the Petit Molard down towards the lake
Online Marketing Strategy ⌘marketing@mastodon.world
2025-07-25

To #getcited by #AI, content needs to provide information gain through unique, high-effort research. Traditional #SEOcontent, like ultimate guides, lacks value and is no longer effective. Instead, focus on creating #targeted, #conversational #content using the same data sources as #AIengines, prioritising #humanwritten content over AI-generated material. searchenginejournal.com/how-to #performance #marketing #analytics

2025-07-16

Conversational AI meetup starting soon organized by Rasa in London
#rasa #conversational #tech #llm

projected screen with welcome message for conversational meetup event
Don Curren 🇨🇦🇺🇦dbcurren.bsky.social@bsky.brid.gy
2025-06-26

It’s #AwkardSilences Day … “Studies show that embracing awkward silences improves #emotional #self-regulation, fosters #empathy and builds #trust between #conversational partners.” www.theguardian.com/lifeandstyle...

I was one of those men who cou...

2025-06-13

🥳BESSER version 3.0 released🎉

New major version of the #opensource #lowcode BESSER framework just released 👏👏👏

Main New Features and Improvements:

☑️ Model (and generate) your #conversational #agents with our new BESSER Agentic Framework graphical editor

☑️Enhanced #structural models with #metadata support - you can now add descriptions and URIs to classes

☑️Improved the Python Generator to support generation of methods to handle bidirectional consistency in associations

⚙️Full details: github.com/BESSER-PEARL/BESSER

graphical editor for modeling and creating agents
2025-02-09

👋#call4reading

✍️Optimizing Automated #Conversational Large #Language Models for Higher Educational Institution #by Mohammed Varaliya, Mahendra Kanojia and Subhashish Nabajja

🔗cspub-ijcisim.org/index.php/ij

2025-01-12

What’s the most underrated skill in tech?

It’s not coding. It’s asking questions. 💡

Asking 'Why?' or 'How does this work?' or 'Who?' has opened so many doors. And it sets yourself as a curious person.

#AskQuestions

#tech #skills #curiosity #personaldevelopment #insightful #motivational #conversational #inquisitive

2024-12-13

Collaborate and discuss at #CUI2025 Workshops! 💬 Propose a half or full-day session on any topic related to Conversational User Interfaces and connect with the community.

⏳ Deadline: Less than two months away—4 Feb 2025!

Details: cui.acm.org/2025/submit/worksh

#CUI #HCI #conversationAI #conversational agents #conversationalinterfaces @sigchi

2024-12-07

'Open-Source Conversational AI with SpeechBrain 1.0', by Mirco Ravanelli et al.

jmlr.org/papers/v25/24-0991.ht

#speechbrain #conversational #speech

2024-11-01

However, in #Conversational #Ai and #NLProc, the impact of such data is usually studied separately, which results in a research gap. (6/🧵)

Steve Dustcircle 🌹dustcircle@masto.ai
2023-09-02

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