Written by Talkie, full model · 10 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="pure")
That instruction could not be carried out: color must be a colour name such as "navy" or "ivory", or a hex code such as "#1b2a5a"; got 'pure'
set-text(text="A new method of generating energy has been invented, which produces no pollution.")
Slide 1: text added.
next-slide()
Slide 1 is finished. Now working on slide 2.
find-image(search-term="electricity", filename="Electricity.jpg")
Saved "Electricity.jpg": Electricity (1855)
set-background(color="black")
Slide 2: the background is now #000000.
set-image(filename="Electricity.jpg")
Slide 2: showing "Electricity.jpg", captioned "Electricity".
set-text(text="It is generated by chemical action, and may be stored in accumulators.")
Slide 2: text added.
next-slide()
Slide 2 is finished. Now working on slide 3.
find-image(search-term="accumulators", filename="Accumulators.jpg")
Saved "Accumulators.jpg": Weighted hydraulic ram accumulator (Rankin Kennedy, Modern Engines, Vol VI).jpg Fig. 133 Hydraulic Ram Accumulator (1905)
set-background(color="black")
Slide 3: the background is now #000000.
set-image(filename="Accumulators.jpg")
Slide 3: showing "Accumulators.jpg", captioned "Accumulators".
set-text(text="and used to drive machinery.")
Slide 3: text added.
next-slide()
Slide 3 is finished. Now working on slide 4.
find-image(search-term="machinery", filename="Machinery.jpg")
Saved "Machinery.jpg": Drawing; Drawings (1920)
set-background(color="black")
Slide 4: the background is now #000000.
set-image(filename="Machinery.jpg")
Slide 4: showing "Machinery.jpg", captioned "Machinery".
set-text(text="It may be employed to drive any kind of machinery.")
Slide 4: text added.
next-slide()
Slide 4 is finished. Now working on slide 5.
find-image(search-term="railways", filename="Railways.jpg")
Saved "Railways.jpg": Roma Street Railway Station looking towards Mt Coot-tha, Brisbane, 1898 (1898)
set-background(color="black")
Slide 5: the background is now #000000.
set-image(filename="Railways.jpg")
Slide 5: showing "Railways.jpg", captioned "Railways".
set-text(text="and trains.")
Slide 5: text added.
next-slide()
Slide 5 is finished. Now working on slide 6.
find-image(search-term="traction engines", filename="Traction engines.jpg")
Saved "Traction engines.jpg": Geiser Traction Engine (1906)
set-background(color="black")
Slide 6: the background is now #000000.
set-image(filename="Traction engines.jpg")
Slide 6: showing "Traction engines.jpg", captioned "Traction engines".
set-text(text="and tramcars.")
Slide 6: text added.
next-slide()
Slide 6 is finished. Now working on slide 7.
find-image(search-term="ships", filename="Ships.jpg")
Saved "Ships.jpg": 'Artemisia' - First Government Sponsored Immigrant Ship (1850)
set-background(color="black")
Slide 7: the background is now #000000.
set-image(filename="Ships.jpg")
Slide 7: showing "Ships.jpg", captioned "Ships".
set-text(text="and boats.")
Slide 7: text added.
next-slide()
Slide 7 is finished. Now working on slide 8.
find-image(search-term="military purposes", filename="Military purposes.jpg")
Saved "Military purposes.jpg": Reserves for military purposes, Whānganui (1867)
set-background(color="black")
Slide 8: the background is now #000000.
set-image(filename="Military purposes.jpg")
Slide 8: showing "Military purposes.jpg", captioned "Military purposes".
set-text(text="and for warlike operations.")
Slide 8: text added.
next-slide()
Slide 8 is finished. Now working on slide 9.
find-image(search-term="agriculture", filename="Agriculture.jpg")
Saved "Agriculture.jpg": Research Clarifies Health Costs of Air Pollution from Agriculture
set-background(color="black")
Slide 9: the background is now #000000.
set-image(filename="Agriculture.jpg")
Slide 9: showing "Agriculture.jpg", captioned "Agriculture".
set-text(text="and for tilling the ground.")
Slide 9: text added.
next-slide()
Slide 9 is finished. Now working on slide 10.
find-image(search-term="domestic purposes", filename="Domestic purposes.jpg")
Saved "Domestic purposes.jpg": Gothic Forms Applied to Furniture, Metal Work and Decoration for Domestic Purposes (1867)
set-background(color="black")
Slide 10: the background is now #000000.
set-image(filename="Domestic purposes.jpg")
Slide 10: showing "Domestic purposes.jpg", captioned "Domestic purposes".
set-text(text="and for supplying houses with light and water.")
Slide 10: text added.
end-deck()
The deck is finished (10 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 (1481.5 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 Invent a new method of generating energy that produces no pollution. ```` **Talkie (given, continued below)** ````text set-background(color=" ```` **Talkie's reply** ````text pure") set-text(text="A new method of generating energy has been invented, which produces no pollution.") next-slide() find-image(search-term="electricity", filename="Electricity.jpg") set-background(color="black") set-image(filename="Electricity.jpg") set-text(text="It is generated by chemical action, and may be stored in accumulators.") next-slide() find-image(search-term="accumulators", filename="Accumulators.jpg") set-background(color="black") set-image(filename="Accumulators.jpg") set-text(text="and used to drive machinery.") next-slide() find-image(search-term="machinery", filename="Machinery.jpg") set-background(color="black") set-image(filename="Machinery.jpg") set-text(text="It may be employed to drive any kind of machinery.") next-slide() find-image(search-term="railways", filename="Railways.jpg") set-background(color="black") set-image(filename="Railways.jpg") set-text(text="and trains.") next-slide() find-image(search-term="traction engines", filename="Traction engines.jpg") set-background(color="black") set-image(filename="Traction engines.jpg") set-text(text="and tramcars.") next-slide() find-image(search-term="ships", filename="Ships.jpg") set-background(color="black") set-image(filename="Ships.jpg") set-text(text="and boats.") next-slide() find-image(search-term="military purposes", filename="Military purposes.jpg") set-background(color="black") set-image(filename="Military purposes.jpg") set-text(text="and for warlike operations.") next-slide() find-image(search-term="agriculture", filename="Agriculture.jpg") set-background(color="black") set-image(filename="Agriculture.jpg") set-text(text="and for tilling the ground.") next-slide() find-image(search-term="domestic purposes", filename="Domestic purposes.jpg") set-background(color="black") set-image(filename="Domestic purposes.jpg") set-text(text="and for supplying houses with light and water.") end-deck() ````