Written by Talkie, full model · 6 slides · 26 Oct 2026
A note on Talkie’s views. Talkie writes as someone of its time: it can repeat the attitudes and prejudices found in writing from before 1931, including racist, antisemitic and colonial views, stated as fact. Its decks are shown as it wrote them, for research; they are not the views of this project.
Each slide's title, then its text, is read aloud by Kokoro, a free local voice (British male, bm_george); each slide stays up half a second before and a second after its words.
Two parts, scored 1 (low) to 10 (high) on the same five qualities: first the prompt alone, then what Talkie made of it, so Talkie's work can be judged apart from the prompt's own creativity. Written feedback is optional.
Evaluations made here are recorded as unblinded, since the deck is in view. For a blind evaluation, use blind review.
Talkie writes a new version. Its worked example is this deck's own working commands, so it builds on what worked; your direction becomes the request, put into the one form Talkie follows. The new deck is saved as the next version of this one, and can be evaluated in its turn.
Research data: evaluations CSV / JSONL, revisions JSONL, versions JSONL, events JSONL.
set-background(color=" (the worked example's first words, so that it writes a deck rather than an answer)set-background(color="black")
Slide 1: the background is now #000000.
set-text(text="Atoms and subatoms are used to create a sustainable fuel.")
Slide 1: text added.
next-slide()
Slide 1 is finished. Now working on slide 2.
find-image(search-term="coal dust", filename="Coal dust.")
Saved "Coal dust.": The Coal Dust Twins DPLA 812884f7b6815531b9f681162c7e93b4 (12 September 1922)
set-background(color="black")
Slide 2: the background is now #000000.
set-image(filename="Coal dust.")
Slide 2: showing "Coal dust.", captioned "Coal dust".
set-text(text="Coal dust is used to make a fuel for furnaces.")
Slide 2: text added.
next-slide()
Slide 2 is finished. Now working on slide 3.
find-image(search-term="coke", filename="Coke.")
Saved "Coke.": A Denver & Rio Grande boxcar on the coking bridge at the International Smelting & Refining Co. plant in Tooele, Utah (1913-05-11)
set-background(color="black")
Slide 3: the background is now #000000.
set-image(filename="Coke.")
Slide 3: showing "Coke.", captioned "Coke".
set-text(text="Coke is used to make a fuel for furnaces.")
Slide 3: text added.
next-slide()
Slide 3 is finished. Now working on slide 4.
find-image(search-term="gas", filename="Gas.")
Saved "Gas.": Natural gas tanks at 26th & G Streets, Washington, D.C., in 1905. For more than a century, this site belonged to the Gas Works of the Washington Gas Light... (1905)
set-background(color="black")
Slide 4: the background is now #000000.
set-image(filename="Gas.")
Slide 4: showing "Gas.", captioned "Gas".
set-text(text="Gas is used to make a fuel for furnaces.")
Slide 4: text added.
next-slide()
Slide 4 is finished. Now working on slide 5.
find-image(search-term="petroleum", filename="Petroleum.")
Saved "Petroleum.": Petroleum Securities (Doheny) employees at Dana Point loading mastadon skeleton for Los Angeles County Museum, 1930 (1930)
set-background(color="black")
Slide 5: the background is now #000000.
set-image(filename="Petroleum.")
Slide 5: showing "Petroleum.", captioned "Petroleum".
set-text(text="Petroleum is used to make a fuel for furnaces.")
Slide 5: text added.
next-slide()
Slide 5 is finished. Now working on slide 6.
find-image(search-term="atoms and subatoms", filename="Atoms and subatoms.")
Saved "Atoms and subatoms.": Invisible Woman vs. Atom (91/365)
set-background(color="black")
Slide 6: the background is now #000000.
set-image(filename="Atoms and subatoms.")
Slide 6: showing "Atoms and subatoms.", captioned "Atoms and subatoms".
set-text(text="Atoms and subatoms are used to make a fuel for furnaces.")
Slide 6: text added.
end-deck()
The deck is finished (6 slides in all).
Found by description on Wikimedia Commons and Openverse: public domain, CC0, CC BY and CC BY-SA only. Neither Talkie nor the deck runner sees them; each is captioned with the filename its author chose.
# Transcript: 1 call to Talkie ## Call 1: pytorch, max_tokens 1600, temperature 0.35, seed 1930 (851.6 s) **User** ````text You are to make a slide deck by writing commands, one on each line. These are the commands: find-image(search-term="WORDS", filename="NAME.jpg") finds a picture of WORDS and keeps it under the name NAME.jpg. set-background(color="COLOUR") colours the whole slide, for example "navy", "ivory", "black" or "crimson". set-image(filename="NAME.jpg") shows a picture you have already found. set-text(text="WORDS") writes words at the bottom of the slide; set-text(text="") removes them. next-slide() finishes the slide and begins a new, empty one. end-deck() ends the deck; write it once, after the last slide. All the text messages must be meaningful when strung together: read one after another, from the first slide to the last, they should make one connected account. Write only commands. Make a slide deck about the sea. ```` **Talkie** ````text set-background(color="navy") set-text(text="The sea covers the greater part of the world.") next-slide() find-image(search-term="ocean waves", filename="Ocean waves.jpg") set-background(color="black") set-image(filename="Ocean waves.jpg") set-text(text="Its waves are raised by the wind,") next-slide() find-image(search-term="tide on the shore", filename="The tide.jpg") set-background(color="black") set-image(filename="The tide.jpg") set-text(text="and twice each day its tide rises and falls upon the shore.") next-slide() find-image(search-term="sailing ship", filename="A sailing ship.jpg") set-background(color="black") set-image(filename="A sailing ship.jpg") set-text(text="Upon its waters men have sailed ships since ancient times,") next-slide() find-image(search-term="lighthouse", filename="A lighthouse.jpg") set-background(color="black") set-image(filename="A lighthouse.jpg") set-text(text="guided at night by lighthouses upon the rocks.") next-slide() find-image(search-term="fishing boats", filename="Fishing boats.jpg") set-background(color="black") set-image(filename="Fishing boats.jpg") set-text(text="Fishermen draw from it a great harvest of fish,") next-slide() find-image(search-term="whale", filename="A whale.jpg") set-background(color="black") set-image(filename="A whale.jpg") set-text(text="and in its depths swims the whale, the largest of all creatures.") next-slide() find-image(search-term="storm at sea", filename="A storm at sea.jpg") set-background(color="navy") set-image(filename="A storm at sea.jpg") set-text(text="Yet for all our ships, the sea remains as wide and wild as ever.") end-deck() ```` **User** ````text Make a slide deck about whether atoms or subatomic particles be used to create a sustainable fuel. ```` **Talkie (given, continued below)** ````text set-background(color=" ```` **Talkie's reply** ````text black") set-text(text="Atoms and subatoms are used to create a sustainable fuel.") next-slide() find-image(search-term="coal dust", filename="Coal dust.") set-background(color="black") set-image(filename="Coal dust.") set-text(text="Coal dust is used to make a fuel for furnaces.") next-slide() find-image(search-term="coke", filename="Coke.") set-background(color="black") set-image(filename="Coke.") set-text(text="Coke is used to make a fuel for furnaces.") next-slide() find-image(search-term="gas", filename="Gas.") set-background(color="black") set-image(filename="Gas.") set-text(text="Gas is used to make a fuel for furnaces.") next-slide() find-image(search-term="petroleum", filename="Petroleum.") set-background(color="black") set-image(filename="Petroleum.") set-text(text="Petroleum is used to make a fuel for furnaces.") next-slide() find-image(search-term="atoms and subatoms", filename="Atoms and subatoms.") set-background(color="black") set-image(filename="Atoms and subatoms.") set-text(text="Atoms and subatoms are used to make a fuel for furnaces.") end-deck() ````