Frozen learning milestone: FAIL

September 12, 2026. One host, three worker processes, 128 full-model SGD steps on the 135M seed. No growth.

The gate uses paired assistant-response losses on 64 documents per role. These 20 precommitted generation pairs are supplementary: greedy decoding, at most 32 new tokens, identical rendered inputs, EOS stopping. Short or poor answers are retained. A loss result is not a general capability assessment.

RoleMean change (nats)Upper boundMarginCheck
retention-0.01003578+0.00226162+0.020passes
fresh-0.01072795-0.00494882-0.001passes
test-0.01007759+0.00400660-0.001fails

Pass requires sealed test gain and retention. Fresh is reported only. 11/20 response-token sequences changed.

Full result JSON · Committed selection · Exact candidate weights · SHA-256 checksums

Probe 01

0024871f3ad867f2246ec043f447c915c66abf6ae6f0c862014da9c9b549b078

Original last user turn
In your response, the letter "a" should appear at least 15 times. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. Your response should contain at least 4 sentences. At the end of your response, please explicitly add a postscript starting with P.S.

How can I improve my public speaking skills?

111 rendered input tokens. Full rendered prompt retained.

Seed

<<tips for improving your public speaking skills>>

Improving your public speaking skills is a journey that requires dedication and consistent practice. To start, focus on building

32 output tokens; 70.08 seconds.

Candidate

<<tips for improving public speaking>>

Improving your public speaking skills is a journey that requires dedication and consistent practice. To start, focus on building your confidence

32 output tokens; 68.72 seconds.

Probe 02

0101f83735eb56c184d04c2fb6809bef959909b2c8f44f50f35d78ce6329cd40

Original last user turn
Please add spaces between words: TheclosestairportforSionis:

46 rendered input tokens. Full rendered prompt retained.

Seed

The closest airport for Sionis is:

The closest airport for Sionis is:

21 output tokens; 22.95 seconds.

Candidate

The closest airport for Sionis:

9 output tokens; 8.83 seconds.

Probe 03

01b271f7339d0b5a25e19a1e5564c3b745f01854827b2ea6657839227babe8b8

Original last user turn
Write a Python function to concatenate multiple lists of strings into a single list, where each string is separated by a given separator.

Your code should pass the following assertions:
```python
assert concat_strings(['1|2|3', '4|5|6'], '|') == ['1', '2', '3', '4', '5', '6']
assert concat_strings(['1 2 3', '4 5 6'], ' ') == ['1', '2', '3', '4', '5', '6']
assert concat_strings(['1,2,3', '4,5,6'], ',') == ['1', '2', '3', '4', '5', '6']
```

194 rendered input tokens. Last 192 rendered input tokens retained.

Seed

Here's how you can implement this:

```python
def concat_strings(strings, separator):
    return [string.strip() for string

32 output tokens; 115.49 seconds.

Candidate

Here's how you can implement this:

```python
def concat_strings(strings, separator):
    return [string.strip() for string

32 output tokens; 112.10 seconds.

Probe 04

02528c0ddfabf2339aff58af82a671fabf2e6da2cb0a751688c1486d5dcfbfad

Original last user turn
Implement a Python function to split a given iterable into multiple iterables of equal size, with the last iterable containing the remaining elements if the number of elements is not divisible by the chunk size. The function should take two arguments: `data` (the iterable to split) and `chunk_size` (the desired size of each chunk).

101 rendered input tokens. Full rendered prompt retained.

Seed

Here's how you can implement this:

```python
def split_iterable_into_chunks(data, chunk_size):
    chunks =

32 output tokens; 64.83 seconds.

Candidate

Here's how you can implement this:

```python
def split_iterable_into_chunks(data, chunk_size):
    chunks =

32 output tokens; 63.51 seconds.

Probe 05

035932d0aa84ea78e61114670f501e3fbb43f3be9ba0445f5308d065020b976f

Original last user turn
I was working with a Python array of errors and I ran into an issue where some of the errors were of the form `NaN`, `Inf`, `-Inf`, and `Null`. I had to write a function that could handle these cases and return the correct value.

Write a Python function that takes an array of errors and returns an array with all of the errors converted to the value of `None`. In the case of `NaN`, `Inf`, and `-Inf`, return the value of `None`. For `Null`, return the actual `Null` value as the function won't be able to evaluate it.

Your code should pass the following assertion:
```python
assert convert_errors([]) == []
```

186 rendered input tokens. Full rendered prompt retained.

Seed

Here's how you can implement this function:

```python
def convert_errors(errors):
    return [None] * len(errors)

32 output tokens; 111.20 seconds.

Candidate

Here's how you can implement this:

```python
def convert_errors(errors):
    return [None] * len(errors)
```

32 output tokens; 107.58 seconds.

Probe 06

05e56589e268fda5f330296bbff613c3607ad2240c25831f49d1e6f0e3921481

Original last user turn
Q: Avoiding conversion errors and associated rendering delay with NullItemSelectorAdapter

In my WPF application I have a DataGrid, and I want the user to be able to filter which rows get displayed. The filtering is implemented like this: on the GUI there is a ComboBox that enumerates the possible values of some property, let's call it SomeProperty. When the user selects a value, say "Value1", the DataGrid will only display items with item.SomeProperty == "Value1". Both the DataGrid and the ComboBox contents come from a database.
I want the user to be able to switch off filtering by SomeProperty, so I looked for a way to add an "all" item to the ComboBox, that returns null and that I can use in my filtering logic. I found this:
http://philondotnet.wordpress.com/2009/09/18/how-to-select-null-none-in-a-combobox-listbox-listview
This is a wrapper class that adds a null item to a ComboBox or similar. As I am also using ComboBox.DisplayMemberPath property, I changed
public static readonly DependencyProperty NullItemProperty = DependencyProperty.Register(
        "NullItem", typeof(object), typeof(NullItemSelectorAdapter), new PropertyMetadata("(None)"));

to
public static readonly DependencyProperty NullItemProperty = DependencyProperty.Register(
        "NullItem", typeof(NullItem), typeof(NullItemSelectorAdapter), new PropertyMetadata(new NullItem()));

and added a class like this:
[TypeConverter(typeof(NullItemConverter))]
class NullItem: DynamicObject
{
    private const string Text = "(all)";

    public override bool TryGetMember(GetMemberBinder binder, out object result)
    {
        result = Text;
        return true;
    }

    public override bool TryConvert(ConvertBinder binder, out object result)
    {
        result = null;
        return true;
    }
}

public class NullItemConverter : TypeConverter
{
    public override bool CanConvertTo(ITypeDescriptorContext context, Type sourceType)
    {
        return true;
    }

    public override object ConvertTo(ITypeDescriptorContext context, CultureInfo culture, object value, Type destinationType)
    {
        return null;
    }

    public override bool CanConvertFrom(ITypeDescriptorContext context, Type sourceType)
    {
        return true;
    }

    public override object ConvertFrom(ITypeDescriptorContext context, CultureInfo culture, object value)
    {
        return NullItem.Instance;
    }
}

in order to be able to use it like this (irrelevant attributes omitted):
<view:NullItemSelectorAdapter ItemsSource="{Binding People}">
    <ComboBox DisplayMemberPath="Name"/>
</view:NullItemSelectorAdapter>

<view:NullItemSelectorAdapter ItemsSource="{Binding Products}">
    <ComboBox DisplayMemberPath="Description"/>
</view:NullItemSelectorAdapter>

etc.
(The objects in the ItemsSource are instances of generated classes, so I cannot override their ToString method.)
When I call Application.MainWindow.Show(), all these ComboBoxes are instantiated, and I get a ton of errors like this:
System.Windows.Data Error: 23 : Cannot convert 'MyNamespace.View.NullItem' from type 'NullItem' to type 'MyModel.Product' for 'hu-HU' culture with default conversions; consider using Converter property of Binding. NotSupportedException:'System.NotSupportedException: TypeConverter cannot convert from MyNamespace.View.NullItem.
   at System.ComponentModel.TypeConverter.GetConvertFromException(Object value)
   at System.ComponentModel.TypeConverter.ConvertFrom(ITypeDescriptorContext context, CultureInfo culture, Object value)
   at MS.Internal.Data.DefaultValueConverter.ConvertHelper(Object o, Type destinationType, DependencyObject targetElement, CultureInfo culture, Boolean isForward)'
System.Windows.Data Error: 7 : ConvertBack cannot convert value 'MyNamespace.View.NullItem' (type 'NullItem'). target element is 'ComboBox' (Name=''); target property is 'SelectedItem' (type 'Object') NotSupportedException:'System.NotSupportedException: TypeConverter cannot convert from MyNamespace.View.NullItem.
   at MS.Internal.Data.DefaultValueConverter.ConvertHelper(Object o, Type destinationType, DependencyObject targetElement, CultureInfo culture, Boolean isForward)
   at MS.Internal.Data.ObjectTargetConverter.ConvertBack(Object o, Type type, Object parameter, CultureInfo culture)
   at System.Windows.Data.BindingExpression.ConvertBackHelper(IValueConverter converter, Object value, Type sourceType, Object parameter, CultureInfo culture)'

The TypeConverter I've specified does not get instantiated, even though it should be according to the reference sources of MS.Internal.Data.DefaultValueConverter.
These errors do not make the program to crash (it runs fine afterwards), but they cause a noticeable delay on when the window contents get rendered, even on fast computers. How can make this delay go away? 
I'm mainly interested in a solution that does not involve manually adding a Converter to each and every Binding on usages of NullItemSelectorAdapter, because that's a lot. I hope that this can be solved by hacking around in the NullItemSelectorAdapter and NullItem classes.
Solution:
Roel's answer below is the solution I went for, because it's a one-liner trick to make the mentioned errors disappear. However adabyron's accepted answer is the semantically more correct, more elegant solution and you should use that.

A: Second suggestion, after the OP made clear that his client insists on the null-item.
I am sorry to say that I again disregard one of your requirements, which is that SelectedItem is null. But (as stated in a different way in my first answer),

Having something to add to the ComboBox (the null/all-item)
yet actually adding null (or warping it behind the scenes so it seems that way) 

just doesn't go together for me.
On the bright side, since the filtering mechanism is definitely under your control, I suppose you should be able to work with the following. If you don't want to add the behavior to every ComboBox, you could use this code to apply it in an implicit style.
I've created a ComboBox Behavior that will generically insert the "- All -" item, and added an IsNullItemSelected property that you would use instead of SelectedItem == null in the filtering. 
Current (known) limitations: I expect the ItemsSource to be an IList and the contained items should either be strings or have a parameterless constructor.

The behavior:
using System;
using System.Linq;
using System.Collections;
using System.ComponentModel;
using System.Windows;
using System.Windows.Controls;
using System.Windows.Interactivity;
using System.Reflection;

namespace WpfApplication1.Behaviors
{
    public class NullableComboBoxBehavior : Behavior<ComboBox>
    {
        // IsNullValueSelected 
        public static readonly DependencyProperty IsNullValueSelectedProperty = DependencyProperty.Register("IsNullValueSelected", typeof(bool), typeof(NullableComboBoxBehavior), new PropertyMetadata(false));
        public bool IsNullValueSelected { get { return (bool)GetValue(IsNullValueSelectedProperty); } set { SetValue(IsNullValueSelectedProperty, value); } }

        private const string AllCaption = "- All -";

        protected override void OnAttached()
        {
            DependencyPropertyDescriptor.FromProperty(ComboBox.ItemsSourceProperty, typeof(ComboBox))
                   .AddValueChanged(this.AssociatedObject, OnItemsSourceChanged);

            DependencyPropertyDescriptor.FromProperty(ComboBox.SelectedItemProperty, typeof(ComboBox))
                   .AddValueChanged(this.AssociatedObject, OnSelectedItemChanged);

            // initial call
            OnItemsSourceChanged(this, EventArgs.Empty);
            OnSelectedItemChanged(this, EventArgs.Empty);
        }

        private void OnSelectedItemChanged(object sender, EventArgs e)
        {
            var cbx = this.AssociatedObject;

            // If the caption of the selected item is either "- All -" or no item is selected, 
            // set IsNullValueSelected to true
            if (cbx.SelectedItem!= null)
            {
                // get caption directly or by way of DisplayMemberPath
                string caption = cbx.SelectedItem.GetType() == typeof(string)?
                                    (string)cbx.SelectedItem :
                                    GetDisplayMemberProperty(cbx.SelectedItem).GetValue(cbx.SelectedItem).ToString();

                if (caption == AllCaption || caption == null)
                    this.IsNullValueSelected = true;
                else
                    this.IsNullValueSelected = false;
            }
            else
                this.IsNullValueSelected = true;
        }

        private void OnItemsSourceChanged(object sender, EventArgs e)
        {
            var cbx = this.AssociatedObject;

            // assuming an ItemsSource that implements IList
            if (cbx.ItemsSource!= null && (IList)cbx.ItemsSource!= null)
            {
                Type T = cbx.ItemsSource.AsQueryable().ElementType;

                object obj;

                if (T == typeof(string))
                    obj = AllCaption; // set AllCaption directly
                else if (T.GetConstructor(Type.EmptyTypes)!= null)
                {
                    // set AllCaption by way of DisplayMemberPath
                    obj = Activator.CreateInstance(T);
                    GetDisplayMemberProperty(obj).SetValue(obj, AllCaption);
                }
                else
                    throw new Exception("Only types with parameterless ctors or string are supported.");

                // insert the null item
                ((IList)cbx.ItemsSource).Insert(0, obj);

                // select first item (optional). 
                // If you uncomment this, remove the OnSelectedItemChanged call in OnAttached 
                //cbx.SelectedIndex = 0;
            }
        }

        private PropertyInfo GetDisplayMemberProperty(object obj)
        {
            if (string.IsNullOrEmpty(this.AssociatedObject.DisplayMemberPath))
                throw new Exception("This will only work if DisplayMemberPath is set.");

            // get the property info of the DisplayMemberPath
            return obj.GetType().GetProperty(this.AssociatedObject.DisplayMemberPath);
        }
    }
}

Implementation:
<Window x:Class="WpfApplication1.MainWindow"
            xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
            xmlns:i="http://schemas.microsoft.com/expression/2010/interactivity"
            xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
            xmlns:vm="clr-namespace:WpfApplication1.ViewModels"
            xmlns:beh="clr-namespace:WpfApplication1.Behaviors"
            Title="MainWindow" Height="350" Width="580">

    <Window.DataContext>
        <vm:ComboBoxResetViewModel />
    </Window.DataContext>

    <StackPanel Orientation="Horizontal" VerticalAlignment="Top" >
        <ComboBox ItemsSource="{Binding Items}" SelectedItem="{Binding SelectedItem}" SelectedValue="{Binding SelectedValue}" DisplayMemberPath="Name" Margin="5,2" Width="150" >
            <i:Interaction.Behaviors>
                <beh:NullableComboBoxBehavior IsNullValueSelected="{Binding IsNullValueSelected, Mode=OneWayToSource}" />
            </i:Interaction.Behaviors>
        </ComboBox>
        <TextBlock Text="SelectedItem:" FontWeight="SemiBold"  Margin="50,2,0,2" VerticalAlignment="Center" />
        <TextBlock Text="{Binding SelectedItem.Name, FallbackValue='null'}" Foreground="Blue" Margin="5,2" VerticalAlignment="Center" />
        <TextBlock Text="IsNullValueSelected:" FontWeight="SemiBold"  Margin="30,2,0,2" VerticalAlignment="Center" />
        <TextBlock Text="{Binding IsNullValueSelected}" Foreground="Blue" Margin="5,2" VerticalAlignment="Center" />
    </StackPanel>
</Window>

ViewModel:
using System.Collections.ObjectModel;
using System.ComponentModel;

namespace WpfApplication1.ViewModels
{
    public class ComboBoxResetViewModel : INotifyPropertyChanged
    {
        public event PropertyChangedEventHandler PropertyChanged;
        protected void OnPropertyChanged(string propertyName)
        {
            if (this.PropertyChanged!= null)
                PropertyChanged(this, new PropertyChangedEventArgs(propertyName));
        }

        private ObservableCollection<ItemViewModel> _items;
        public ObservableCollection<ItemViewModel> Items { get { return _items; } set { _items = value; OnPropertyChanged("Items"); } }

        private ItemViewModel _selectedItem;
        public ItemViewModel SelectedItem { get { return _selectedItem; } set { _selectedItem = value; OnPropertyChanged("SelectedItem"); } }

        private bool _isNullValueSelected;
        public bool IsNullValueSelected { get { return _isNullValueSelected; } set { _isNullValueSelected = value; OnPropertyChanged("IsNullValueSelected"); } }

        public ComboBoxResetViewModel()
        {
            this.Items = new ObservableCollection<ItemViewModel>()
                {
                    new ItemViewModel() { Name = "Item 1" },
                    new ItemViewModel() { Name = "Item 2" },
                    new ItemViewModel() { Name = "Item 3" },
                    new ItemViewModel() { Name = "Item 4" },
                    new ItemViewModel() { Name = "Item 5" }
                };
        }
    }

    public class ItemViewModel : INotifyPropertyChanged
    {
        public event PropertyChangedEventHandler PropertyChanged;
        protected void OnPropertyChanged(string propertyName)
        {
            if (this.PropertyChanged!= null)
                PropertyChanged(this, new PropertyChangedEventArgs(propertyName));
        }

        private string _name;
        public string Name { get { return _name; } set { _name = value; OnPropertyChanged("Name"); } }
    }
}

A: If it's possible to inherit the NullItem class from MyModel.Product, the conversion will succeed. Or, if inheritance is not possible, wrap the objects and bind to them.
Edit after discussion:
If you change the type of the property you bind the selecteditem to to object, the errors will disappear.

A: While I can understand the null item approach, because it's been used many times, I find it much more clean to make a difference between 

Selecting an item
Removing your selection

thus not "selecting nothing by selecting something", especially if the requirement is for the SelectedItem to be null.
I would suggest creating a custom control, extending the combobox with a reset button:

The custom control:
using System;
using System.Windows;
using System.Windows.Controls;

namespace WpfApplication1.Controls
{
    [TemplatePart(Name = "PART_ResetButton", Type = typeof(Button))]
    public class ComboBoxReset : ComboBox
    {
        private Button _resetButton;

        // reset event (not used in this demo case, but should be provided)
        public static readonly RoutedEvent ResetEvent = EventManager.RegisterRoutedEvent("Reset", RoutingStrategy.Bubble, typeof(RoutedEventHandler), typeof(ComboBoxReset));
        public event RoutedEventHandler Reset { add { AddHandler(ResetEvent, value); } remove { RemoveHandler(ResetEvent, value); } }
        private void OnReset()
        {
            RoutedEventArgs args = new RoutedEventArgs(ResetEvent);
            RaiseEvent(args);
        }

        public ComboBoxReset()
        {
            // lookless control, get default style from generic.xaml
            DefaultStyleKeyProperty.OverrideMetadata(typeof(ComboBoxReset), new FrameworkPropertyMetadata(typeof(ComboBoxReset)));
        }

        public override void OnApplyTemplate()
        {
            base.OnApplyTemplate();

            if (this.Template!= null)
            {
                // find reset button in template
                Button btn = this.Template.FindName("PART_ResetButton", this) as Button;
                if (_resetButton!= btn)
                {
                    // detach old handler
                    if (_resetButton!= null)
                        _resetButton.Click -= ResetButton_Click;

                    _resetButton = btn;

                    // attach new handler
                    if (_resetButton!= null)
                        _resetButton.Click += ResetButton_Click;
                }
            }
        }

        private void ResetButton_Click(object sender, RoutedEventArgs e)
        {
            // reset the selected item and raise the event
            this.SelectedItem = null;
            OnReset();
        }
    }
}

For the style, basically just get the default template of a normal ComboBox through VS designer, add the button (look for PART_ResetButton in the code below), change the TargetType (to ComboBoxReset), put it in Themes\generic.xaml. Not much to it. Here's how the style looked for me:
<Style x:Key="ComboBoxFocusVisual">
    <Setter Property="Control.Template">
        <Setter.Value>
            <ControlTemplate>
                <Rectangle Margin="4,4,21,4" SnapsToDevicePixels="true" Stroke="{DynamicResource {x:Static SystemColors.ControlTextBrushKey}}" StrokeThickness="1" StrokeDashArray="1 2"/>
            </ControlTemplate>
        </Setter.Value>
    </Setter>
</Style>
<LinearGradientBrush x:Key="ButtonNormalBackground" EndPoint="0,1" StartPoint="0,0">
    <GradientStop Color="#F3F3F3" Offset="0"/>
    <GradientStop Color="#EBEBEB" Offset="0.5"/>
    <GradientStop Color="#DDDDDD" Offset="0.5"/>
    <GradientStop Color="#CDCDCD" Offset="1"/>
</LinearGradientBrush>
<SolidColorBrush x:Key="ButtonNormalBorder" Color="#FF707070"/>
<Geometry x:Key="DownArrowGeometry">M 0 0 L 3.5 4 L 7 0 Z</Geometry>
<Style x:Key="ComboBoxReadonlyToggleButton" TargetType="{x:Type ToggleButton}">
    <Setter Property="OverridesDefaultStyle" Value="true"/>
    <Setter Property="IsTabStop" Value="false"/>
    <Setter Property="Focusable" Value="false"/>
    <Setter Property="ClickMode" Value="Press"/>
    <Setter Property="Background" Value="Transparent"/>
    <Setter Property="Template">
        <Setter.Value>
            <ControlTemplate TargetType="{x:Type ToggleButton}">
                <Themes:ButtonChrome x:Name="Chrome" BorderBrush="{TemplateBinding BorderBrush}" Background="{TemplateBinding Background}" RenderMouseOver="{TemplateBinding IsMouseOver}" RenderPressed="{TemplateBinding IsPressed}" SnapsToDevicePixels="true">
                    <Grid HorizontalAlignment="Right" Width="{DynamicResource {x:Static SystemParameters.VerticalScrollBarWidthKey}}">
                        <Path x:Name="Arrow" Data="{StaticResource DownArrowGeometry}" Fill="Black" HorizontalAlignment="Center" Margin="3,1,0,0" VerticalAlignment="Center"/>
                    </Grid>
                </Themes:ButtonChrome>
                <ControlTemplate.Triggers>
                    <Trigger Property="IsChecked" Value="true">
                        <Setter Property="RenderPressed" TargetName="Chrome" Value="true"/>
                    </Trigger>
                    <Trigger Property="IsEnabled" Value="false">
                        <Setter Property="Fill" TargetName="Arrow" Value="#AFAFAF"/>
                    </Trigger>
                </ControlTemplate.Triggers>
            </ControlTemplate>
        </Setter.Value>
    </Setter>
</Style>
<LinearGradientBrush x:Key="TextBoxBorder" EndPoint="0,20" MappingMode="Absolute" StartPoint="0,0">
    <GradientStop Color="#ABADB3" Offset="0.05"/>
    <GradientStop Color="#E2E3EA" Offset="0.07"/>
    <GradientStop Color="#E3E9EF" Offset="1"/>
</LinearGradientBrush>
<Style x:Key="ComboBoxEditableTextBox" TargetType="{x:Type TextBox}">
    <Setter Property="OverridesDefaultStyle" Value="true"/>
    <Setter Property="AllowDrop" Value="true"/>
    <Setter Property="MinWidth" Value="0"/>
    <Setter Property="MinHeight" Value="0"/>
    <Setter Property="FocusVisualStyle" Value="{x:Null}"/>
    <Setter Property="ScrollViewer.PanningMode" Value="VerticalFirst"/>
    <Setter Property="Stylus.IsFlicksEnabled" Value="False"/>
    <Setter Property="Template">
        <Setter.Value>
            <ControlTemplate TargetType="{x:Type TextBox}">
                <ScrollViewer x:Name="PART_ContentHost" Background="Transparent" Focusable="false" HorizontalScrollBarVisibility="Hidden" VerticalScrollBarVisibility="Hidden"/>
            </ControlTemplate>
        </Setter.Value>
    </Setter>
</Style>
<Style x:Key="ComboBoxToggleButton" TargetType="{x:Type ToggleButton}">
    <Setter Property="OverridesDefaultStyle" Value="true"/>
    <Setter Property="IsTabStop" Value="false"/>
    <Setter Property="Focusable" Value="false"/>
    <Setter Property="ClickMode" Value="Press"/>
    <Setter Property="Background" Value="Transparent"/>
    <Setter Property="Template">
        <Setter.Value>
            <ControlTemplate TargetType="{x:Type ToggleButton}">
                <Themes:ButtonChrome x:Name="Chrome" BorderBrush="{TemplateBinding BorderBrush}" Background="{TemplateBinding Background}" RenderMouseOver="{TemplateBinding IsMouseOver}" RenderPressed="{TemplateBinding IsPressed}" RoundCorners="false" SnapsToDevicePixels="true" Width="{DynamicResource {x:Static SystemParameters.VerticalScrollBarWidthKey}}">
                    <Path x:Name="Arrow" Data="{StaticResource DownArrowGeometry}" Fill="Black" HorizontalAlignment="Center" Margin="0,1,0,0" VerticalAlignment="Center"/>
                </Themes:ButtonChrome>
                <ControlTemplate.Triggers>
                    <Trigger Property="IsChecked" Value="true">
                        <Setter Property="RenderPressed" TargetName="Chrome" Value="true"/>
                    </Trigger>
                    <Trigger Property="IsEnabled" Value="false">
                        <Setter Property="Fill" TargetName="Arrow" Value="#AFAFAF"/>
                    </Trigger>
                </ControlTemplate.Triggers>
            </ControlTemplate>
        </Setter.Value>
    </Setter>
</Style>
<ControlTemplate x:Key="ComboBoxEditableTemplate" TargetType="{x:Type ComboBox}">
    <Grid x:Name="Placement" SnapsToDevicePixels="true">
        <Grid.ColumnDefinitions>
            <ColumnDefinition Width="*"/>
            <ColumnDefinition Width="Auto"/>
        </Grid.ColumnDefinitions>
        <Popup x:Name="PART_Popup" AllowsTransparency="true" Grid.ColumnSpan="2" IsOpen="{Binding IsDropDownOpen, RelativeSource={RelativeSource TemplatedParent}}" PopupAnimation="{DynamicResource {x:Static SystemParameters.ComboBoxPopupAnimationKey}}" Placement="Bottom">
            <Themes:SystemDropShadowChrome x:Name="Shdw" Color="Transparent" MaxHeight="{TemplateBinding MaxDropDownHeight}" MinWidth="{Binding ActualWidth, ElementName=Placement}">
                <Border x:Name="DropDownBorder" BorderBrush="{DynamicResource {x:Static SystemColors.WindowFrameBrushKey}}" BorderThickness="1" Background="{DynamicResource {x:Static SystemColors.WindowBrushKey}}">
                    <ScrollViewer x:Name="DropDownScrollViewer">
                        <Grid RenderOptions.ClearTypeHint="Enabled">
                            <Canvas HorizontalAlignment="Left" Height="0" VerticalAlignment="Top" Width="0">
                                <Rectangle x:Name="OpaqueRect" Fill="{Binding Background, ElementName=DropDownBorder}" Height="{Binding ActualHeight, ElementName=DropDownBorder}" Width="{Binding ActualWidth, ElementName=DropDownBorder}"/>
                            </Canvas>
                            <ItemsPresenter x:Name="ItemsPresenter" KeyboardNavigation.DirectionalNavigation="Contained" SnapsToDevicePixels="{TemplateBinding SnapsToDevicePixels}"/>
                        </Grid>
                    </ScrollViewer>
                </Border>
            </Themes:SystemDropShadowChrome>
        </Popup>
        <Themes:ListBoxChrome x:Name="Border" BorderBrush="{TemplateBinding BorderBrush}" BorderThickness="{TemplateBinding BorderThickness}" Background="{TemplateBinding Background}" Grid.ColumnSpan="2" RenderMouseOver="{TemplateBinding IsMouseOver}" RenderFocused="{TemplateBinding IsKeyboardFocusWithin}"/>
        <TextBox x:Name="PART_EditableTextBox" HorizontalContentAlignment="{TemplateBinding HorizontalContentAlignment}" IsReadOnly="{Binding IsReadOnly, RelativeSource={RelativeSource TemplatedParent}}" Margin="{TemplateBinding Padding}" Style="{StaticResource ComboBoxEditableTextBox}" VerticalContentAlignment="{TemplateBinding VerticalContentAlignment}"/>
        <ToggleButton Grid.Column="1" IsChecked="{Binding IsDropDownOpen, Mode=TwoWay, RelativeSource={RelativeSource TemplatedParent}}" Style="{StaticResource ComboBoxToggleButton}"/>
    </Grid>
    <ControlTemplate.Triggers>
        <Trigger Property="IsKeyboardFocusWithin" Value="true">
            <Setter Property="Foreground" Value="Black"/>
        </Trigger>
        <Trigger Property="IsDropDownOpen" Value="true">
            <Setter Property="RenderFocused" TargetName="Border" Value="true"/>
        </Trigger>
        <Trigger Property="HasItems" Value="false">
            <Setter Property="Height" TargetName="DropDownBorder" Value="95"/>
        </Trigger>
        <Trigger Property="IsEnabled" Value="false">
            <Setter Property="Foreground" Value="{DynamicResource {x:Static SystemColors.GrayTextBrushKey}}"/>
            <Setter Property="Background" Value="#FFF4F4F4"/>
        </Trigger>
        <MultiTrigger>
            <MultiTrigger.Conditions>
                <Condition Property="IsGrouping" Value="true"/>
                <Condition Property="VirtualizingPanel.IsVirtualizingWhenGrouping" Value="false"/>
            </MultiTrigger.Conditions>
            <Setter Property="ScrollViewer.CanContentScroll" Value="false"/>
        </MultiTrigger>
        <Trigger Property="HasDropShadow" SourceName="PART_Popup" Value="true">
            <Setter Property="Margin" TargetName="Shdw" Value="0,0,5,5"/>
            <Setter Property="Color" TargetName="Shdw" Value="#71000000"/>
        </Trigger>
        <Trigger Property="ScrollViewer.CanContentScroll" SourceName="DropDownScrollViewer" Value="false">
            <Setter Property="Canvas.Top" TargetName="OpaqueRect" Value="{Binding VerticalOffset, ElementName=DropDownScrollViewer}"/>
            <Setter Property="Canvas.Left" TargetName="OpaqueRect" Value="{Binding HorizontalOffset, ElementName=DropDownScrollViewer}"/>
        </Trigger>
    </ControlTemplate.Triggers>
</ControlTemplate>
<Style TargetType="{x:Type ctrl:ComboBoxReset}">
    <Setter Property="FocusVisualStyle" Value="{StaticResource ComboBoxFocusVisual}"/>
    <Setter Property="Foreground" Value="{DynamicResource {x:Static SystemColors.WindowTextBrushKey}}"/>
    <Setter Property="Background" Value="{StaticResource ButtonNormalBackground}"/>
    <Setter Property="BorderBrush" Value="{StaticResource ButtonNormalBorder}"/>
    <Setter Property="BorderThickness" Value="1"/>
    <Setter Property="ScrollViewer.HorizontalScrollBarVisibility" Value="Auto"/>
    <Setter Property="ScrollViewer.VerticalScrollBarVisibility" Value="Auto"/>
    <Setter Property="Padding" Value="4,3"/>
    <Setter Property="Height" Value="22"/>
    <Setter Property="ScrollViewer.CanContentScroll" Value="true"/>
    <Setter Property="ScrollViewer.PanningMode" Value="Both"/>
    <Setter Property="Stylus.IsFlicksEnabled" Value="False"/>
    <Setter Property="Template">
        <Setter.Value>
            <ControlTemplate TargetType="{x:Type ctrl:ComboBoxReset}">
                <Grid x:Name="MainGrid" SnapsToDevicePixels="true">
                    <Grid.ColumnDefinitions>
                        <ColumnDefinition Width="*"/>
                        <ColumnDefinition MinWidth="{DynamicResource {x:Static SystemParameters.VerticalScrollBarWidthKey}}" Width="0"/>
                        <ColumnDefinition Width="Auto" />
                    </Grid.ColumnDefinitions>
                    <Popup x:Name="PART_Popup" AllowsTransparency="true" Grid.ColumnSpan="2" IsOpen="{Binding IsDropDownOpen, RelativeSource={RelativeSource TemplatedParent}}" Margin="1" PopupAnimation="{DynamicResource {x:Static SystemParameters.ComboBoxPopupAnimationKey}}" Placement="Bottom">
                        <Themes:SystemDropShadowChrome x:Name="Shdw" Color="Transparent" MaxHeight="{TemplateBinding MaxDropDownHeight}" MinWidth="{Binding ActualWidth, ElementName=MainGrid}">
                            <Border x:Name="DropDownBorder" BorderBrush="{DynamicResource {x:Static SystemColors.WindowFrameBrushKey}}" BorderThickness="1" Background="{DynamicResource {x:Static SystemColors.WindowBrushKey}}">
                                <ScrollViewer x:Name="DropDownScrollViewer">
                                    <Grid RenderOptions.ClearTypeHint="Enabled">
                                        <Canvas HorizontalAlignment="Left" Height="0" VerticalAlignment="Top" Width="0">
                                            <Rectangle x:Name="OpaqueRect" Fill="{Binding Background, ElementName=DropDownBorder}" Height="{Binding ActualHeight, ElementName=DropDownBorder}" Width="{Binding ActualWidth, ElementName=DropDownBorder}"/>
                                        </Canvas>
                                        <ItemsPresenter x:Name="ItemsPresenter" KeyboardNavigation.DirectionalNavigation="Contained" SnapsToDevicePixels="{TemplateBinding SnapsToDevicePixels}"/>
                                    </Grid>
                                </ScrollViewer>
                            </Border>
                        </Themes:SystemDropShadowChrome>
                    </Popup>
                    <ToggleButton BorderBrush="{TemplateBinding BorderBrush}" Background="{TemplateBinding Background}" Grid.ColumnSpan="2" IsChecked="{Binding IsDropDownOpen, Mode=TwoWay, RelativeSource={RelativeSource TemplatedParent}}" Style="{StaticResource ComboBoxReadonlyToggleButton}"/>
                    <ContentPresenter ContentTemplate="{TemplateBinding SelectionBoxItemTemplate}" ContentTemplateSelector="{TemplateBinding ItemTemplateSelector}" Content="{TemplateBinding SelectionBoxItem}" ContentStringFormat="{TemplateBinding SelectionBoxItemStringFormat}" HorizontalAlignment="{TemplateBinding HorizontalContentAlignment}" IsHitTestVisible="false" Margin="{TemplateBinding Padding}" SnapsToDevicePixels="{TemplateBinding SnapsToDevicePixels}" VerticalAlignment="{TemplateBinding VerticalContentAlignment}"/>
                    <Button x:Name="PART_ResetButton" Grid.Column="2" Margin="2,0,0,0" >
                        <Image Stretch="Uniform" Source="/WpfApplication1;component/Resources/remove.png" />
                    </Button>
                </Grid>
                <ControlTemplate.Triggers>
                    <Trigger Property="HasDropShadow" SourceName="PART_Popup" Value="true">
                        <Setter Property="Margin" TargetName="Shdw" Value="0,0,5,5"/>
                        <Setter Property="Color" TargetName="Shdw" Value="#71000000"/>
                    </Trigger>
                    <Trigger Property="HasItems" Value="false">
                        <Setter Property="Height" TargetName="DropDownBorder" Value="95"/>
                    </Trigger>
                    <Trigger Property="IsEnabled" Value="false">
                        <Setter Property="Foreground" Value="{DynamicResource {x:Static SystemColors.GrayTextBrushKey}}"/>
                        <Setter Property="Background" Value="#FFF4F4F4"/>
                    </Trigger>
                    <MultiTrigger>
                        <MultiTrigger.Conditions>
                            <Condition Property="IsGrouping" Value="true"/>
                            <Condition Property="VirtualizingPanel.IsVirtualizingWhenGrouping" Value="false"/>
                        </MultiTrigger.Conditions>
                        <Setter Property="ScrollViewer.CanContentScroll" Value="false"/>
                    </MultiTrigger>
                    <Trigger Property="ScrollViewer.CanContentScroll" SourceName="DropDownScrollViewer" Value="false">
                        <Setter Property="Canvas.Top" TargetName="OpaqueRect" Value="{Binding VerticalOffset, ElementName=DropDownScrollViewer}"/>
                        <Setter Property="Canvas.Left" TargetName="OpaqueRect" Value="{Binding HorizontalOffset, ElementName=DropDownScrollViewer}"/>
                    </Trigger>
                </ControlTemplate.Triggers>
            </ControlTemplate>
        </Setter.Value>
    </Setter>
    <Style.Triggers>
        <Trigger Property="IsEditable" Value="true">
            <Setter Property="BorderBrush" Value="{StaticResource TextBoxBorder}"/>
            <Setter Property="Background" Value="{DynamicResource {x:Static SystemColors.WindowBrushKey}}"/>
            <Setter Property="IsTabStop" Value="false"/>
            <Setter Property="Padding" Value="3"/>
            <Setter Property="Template" Value="{StaticResource ComboBoxEditableTemplate}"/>
        </Trigger>
    </Style.Triggers>
</Style>

The implementation (producing the screenshots above):
<Window x:Class="WpfApplication1.MainWindow"
        xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
        xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
        xmlns:ctrl="clr-namespace:WpfApplication1.Controls"
        xmlns:vm="clr-namespace:WpfApplication1.ViewModels"
        Title="MainWindow" Height="350" Width="525">

    <Window.DataContext>
        <vm:ComboBoxResetViewModel />
    </Window.DataContext>

    <StackPanel Orientation="Horizontal" VerticalAlignment="Top" >
        <ctrl:ComboBoxReset ItemsSource="{Binding Items}" SelectedItem="{Binding SelectedItem}" DisplayMemberPath="Name" Margin="5,2" Width="150" />
        <TextBlock Text="SelectedItem:" FontWeight="SemiBold"  Margin="50,2,0,2" VerticalAlignment="Center" />
        <TextBlock Text="{Binding SelectedItem.Name, FallbackValue='null'}" Margin="5,2" VerticalAlignment="Center" />
    </StackPanel>
</Window>

And finally the viewmodel I used for testing:
using System.Collections.Generic;
using System.ComponentModel;

namespace WpfApplication1.ViewModels
{
    public class ComboBoxResetViewModel : INotifyPropertyChanged
    {
        public event PropertyChangedEventHandler PropertyChanged;
        protected void OnPropertyChanged(string propertyName)
        {
            if (this.PropertyChanged!= null)
                PropertyChanged(this, new PropertyChangedEventArgs(propertyName));
        }

        private List<ItemViewModel> _items;
        public List<ItemViewModel> Items { get { return _items; } set { _items = value; OnPropertyChanged("Items"); } }

        private ItemViewModel _selectedItem;
        public ItemViewModel SelectedItem { get { return _selectedItem; } set { _selectedItem = value; OnPropertyChanged("SelectedItem"); } }

        public ComboBoxResetViewModel()
        {
            this.Items = new List<ItemViewModel>()
            {
                new ItemViewModel() { Name = "Item 1" },
                new ItemViewModel() { Name = "Item 2" },
                new ItemViewModel() { Name = "Item 3" },
                new ItemViewModel() { Name = "Item 4" },
                new ItemViewModel() { Name = "Item 5" }
            };
        }
    }

    public class ItemViewModel : INotifyPropertyChanged
    {
        public event PropertyChangedEventHandler PropertyChanged;
        protected void OnPropertyChanged(string propertyName)
        {
            if (this.PropertyChanged!= null)
                PropertyChanged(this, new PropertyChangedEventArgs(propertyName));
        }

        private string _name;
        public string Name { get { return _name; } set { _name = value; OnPropertyChanged("Name"); } }
    }
}

What are some limitations of the NullableComboBoxBehavior proposed in the second answer?

8993 rendered input tokens. Last 192 rendered input tokens retained.

Seed

The NullableComboBoxBehavior proposed in the second answer has some limitations:

1. It does not support the "Item" property: The behavior

32 output tokens; 120.87 seconds.

Candidate

The NullableComboBoxBehavior proposed in the second answer has some limitations:

1. It does not support the "Item" property: The behavior

32 output tokens; 110.05 seconds.

Probe 07

05f376b043c0b3b0ec790040b58b14c19f7a0e90f20720b689fbecbd26c70e1e

Original last user turn
Q: I heard that taylor was a doctor so he gave jesse medicine for his mumps.  And I was wondering What will happen to Taylor?

Choose from:
 a). ignore jesse;
 b). check up on jesse;
 c). take the medicine;
A:

93 rendered input tokens. Full rendered prompt retained.

Seed

b). check up on jesse;

The correct answer is b). check up on jesse.

23 output tokens; 42.16 seconds.

Candidate

b). check up on jesse;

9 output tokens; 15.06 seconds.

Probe 08

06602dad15e991c760177d14f2a70c3633dc5e55d444f9b2221a8c3973297f3b

Original last user turn
Your response should contain at least 3 sentences. Include keywords [environment, sustainability, conservation] in the response. In your response, the word [environment] should appear at least 2 times.

71 rendered input tokens. Full rendered prompt retained.

Seed

In the context of environmental conservation, sustainability plays a crucial role in ensuring that our planet remains healthy and thriving. By promoting sustainable practices and practices that benefit both the

32 output tokens; 49.63 seconds.

Candidate

In the context of environmental conservation, sustainability plays a crucial role in ensuring that our planet remains healthy and thriving. By promoting sustainable practices and protecting the environment, we

32 output tokens; 47.62 seconds.

Probe 09

06638fff3e84536a0b14ac1bec3fff634ce53220ce1d7f6809469fe6018dc62b

Original last user turn
Line 1: *Adult worms go through a major transformation to develop reproductive organs. An enlarged cummerbund-like band near the worm's head holds the reproductive organs. Adult worms develop a cumberbund-like band near the head.*
*(F)*
Line 2: *What grows a cumberbund-like band around itself in adulthood?
Options:
- (A) legumes
- (B) Bats
- (C) mammals
- (D) bamboo
- (E) swea
- (F) worms
- (G) fungi
- (H) bushes*
--
Line 1: *Amphibians have a relatively complex circulatory system with a three-chambered heart. Toads and frogs are both amphibians. Toads have a relatively complex circulatory system with a three chambered heart.*
*(H)*
Line 2: *What has a three chambered heart?
Options:
- (A) alpacas
- (B) goats
- (C) elms
- (D) bats
- (E) orchids
- (F) mammals
- (G) a fish
- (H) toads*
--
Line 1: *Adult echinoderms have radial symmetry. Echinoderms are represented by the starfish. Adult starfish have radial symmetry.*
*(B)*
Line 2: *Adults of what kind of animal have radial symmetry?
Options:
- (A) graptolites
- (B) starfish
- (C) a fish
- (D) fur seals
- (E) alpacas
- (F) insects
- (G) fertile
- (H) barnacles*
--
Line 1: *Amphibians have a relatively complex circulatory system with a three-chambered heart. Toads and frogs are both amphibians. Toads have a relatively complex circulatory system with a three chambered heart.*
*(H)*
Line 2:

464 rendered input tokens. Last 192 rendered input tokens retained.

Seed

(F) insects

5 output tokens; 16.86 seconds.

Candidate

(F) insects

5 output tokens; 16.09 seconds.

Probe 10

06a8e8a320bc75d57dfe16d505755abc72b94745be7c6aa81311f8f11278a9ff

Original last user turn
Write a Python function that returns the sum of the provided arguments, except when one of the arguments is 13. If one of the arguments is 13, it does not count towards the sum and all the following arguments will be ignored.

If the function is called with no arguments, it should return 0.

Your code should pass the following assertions:
```python
assert sum_except_13(1, 2, 13, 5) == 3
assert sum_except_13(1, 2, 3, 4, 13) == 10
```

164 rendered input tokens. Full rendered prompt retained.

Seed

Here's how you can implement this:

```python
def sum_except_13(a, b, c, d):
    if a

32 output tokens; 100.75 seconds.

Candidate

Here's how you can implement this:

```python
def sum_except_13(a, b, c, d):
    if a

32 output tokens; 94.26 seconds.

Probe 11

08a88c8944b12a88a2c68bd8857fa9051b3f9efe93dc21ffe1c234400ae867d7

Original last user turn
What are the key steps to effectively manage a remote team during a crisis? Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. Highlight at least 1 section in your answer with markdown, i.e. *highlighted section*.

96 rendered input tokens. Full rendered prompt retained.

Seed

* *Establish Clear Communication*: Ensure that all team members are aware of the emergency situation and the steps to be taken to address it.
* *Coord

32 output tokens; 64.50 seconds.

Candidate

* Establish clear communication channels to ensure that all team members are informed and aligned with the team's goals and objectives.
* Develop a robust project management tool to

32 output tokens; 60.38 seconds.

Probe 12

09a6d1cafd9b6b9fbcf402391e7d585fc5aedd5007b8a585737e7f46036f77bc

Original last user turn
Write down the solution for this math problem: Solve 9*t = -10*t for t.

53 rendered input tokens. Full rendered prompt retained.

Seed

To solve the equation 9*t = -10*t for t, we need to isolate t. We can do this by dividing both sides of

32 output tokens; 41.48 seconds.

Candidate

To solve the equation 9*t = -10*t for t, we need to isolate t. We can do this by subtracting 9*

32 output tokens; 40.33 seconds.

Probe 13

0a4593aeb5c9b2952764bf79cde314a29ea31d2e89cb58f930ce5b98c7ab2713

Original last user turn
Your response should contain at least 3 highlights in your answer with markdown, i.e. *highlighted section*. Your response should contain at least 3 bullet points. Use the markdown bullet points such as: * This is point 1. Your answer must contain a title, wrapped in double angular brackets, such as <<poem of joy>>. In your response, the letter 'a' should appear at least 10 times. Your entire response should be in English, and in all lowercase letters. no capital letters are allowed.

144 rendered input tokens. Full rendered prompt retained.

Seed

<<tips for a successful day>>

* start your day with a refreshing cup of tea to boost your energy and focus.
* enjoy a leisurely

32 output tokens; 88.32 seconds.

Candidate

<<tips for a successful day>>

* *start your day with a refreshing cup of tea or a warm cup of coffee to boost your energy and focus

32 output tokens; 84.11 seconds.

Probe 14

0acbac95117f4608eaee69589105396cfb90bda8227a5e440852670394662927

Original last user turn
Annelids are worms such as the familiar earthworm, and annelids have bodies that are segmented. Given these facts, earthworm bodies are: among the following options: - fertile  - segmented  - migrate  - allow growth  - revolving  - more abundant  - Loose  - Absorb light
A:

97 rendered input tokens. Full rendered prompt retained.

Seed

- Loose

4 output tokens; 7.15 seconds.

Candidate

- Loose

4 output tokens; 7.04 seconds.

Probe 15

0eba86e2f18a18d2ed365f51f220f9433db41700830e20494a0f30293bfc578d

Original last user turn
Hi James,

I hope you're doing well. I've been meaning to reach out to you since our last mindfulness workshop. I've been implementing some of the strategies you shared with me, and I've noticed a positive difference in my own stress levels and in my classroom atmosphere.

I'm writing because I have a student who I believe may be struggling with anxiety. She's a bright, hardworking student, but lately, she's been having difficulty concentrating in class and has been absent more frequently. I've spoken with her briefly, and she mentioned feeling overwhelmed and worried about her performance.

I was wondering if you had any general advice or resources you could share for supporting students with anxiety. I want to create a supportive environment for her and help her develop coping strategies to manage her anxiety.

I'd be happy to discuss this further if you have time. Let me know your thoughts.

Best regards,
Emily

221 rendered input tokens. Last 192 rendered input tokens retained.

Seed

Hi Alex,

Hope you're well. I've been thinking about our mindfulness workshop and I've noticed a positive impact on my student, Sarah. She

32 output tokens; 114.00 seconds.

Candidate

Dear Dr. Thompson,

I hope this message finds you well. I am writing to follow up on our recent mindfulness workshop, which I found to be

32 output tokens; 109.39 seconds.

Probe 16

0f75324882146d17751c981bb66a2a67a016b14ce20a1d633ae536e7e2efe4d1

Original last user turn
Create a Python function to create a new service, which is a dictionary with a unique identifier, a name, and a number of endpoints. The dictionary should be stored in a global variable called `services`, with the key being the service identifier. The function should take in a service name and endpoints, and return the created service dictionary. The service identifier should be a unique UUID.

107 rendered input tokens. Full rendered prompt retained.

Seed

Here's how you can implement this:

```python
import uuid

def create_service(service_name, endpoints):
    services = {}

32 output tokens; 67.14 seconds.

Candidate

Here's how you can implement this:

```python
import uuid

def create_service(service_name, endpoints):
    services = {}

32 output tokens; 67.77 seconds.

Probe 17

11b6831954e8128b09ef19aa2f504677f92ada79281ece72ab02b56ce707683b

Original last user turn
Tweet: red mango with dad 
Predict the sentiment of this tweet.

46 rendered input tokens. Full rendered prompt retained.

Seed

The sentiment of this tweet is negative.

9 output tokens; 9.15 seconds.

Candidate

The sentiment of this tweet is negative.

9 output tokens; 9.11 seconds.

Probe 18

138496455c978925c2c364a4ee8be0dcd707ffb9e5398435d71e31f03dbe8d0e

Original last user turn
Hi Samantha,

It's great to hear from you! I've been following your work on the moons of Uranus and Neptune with great interest, and I'm flattered that you thought of me for this.

I'd be more than happy to share my thoughts on the molecular adaptations that might enable life to exist on Ariel. While it's true that my primary focus is on terrestrial life, I've always been fascinated by the possibility of life beyond Earth, and I believe that the principles of molecular biology can provide valuable insights into this question.

I think the key to survival in such an extreme environment would likely be highly efficient DNA repair mechanisms to counteract the effects of high radiation levels, as well as adaptations to utilize alternative energy sources and nutrient cycles. The recently discovered 'zombie' bacteria in the depths of the Earth's crust might provide some clues in this regard.

I'm also intrigued by the idea of collaborating on a paper that explores the intersection of our fields. I believe that our combined expertise could lead to some groundbreaking insights and help to bridge the gap between astrobiology and molecular biology.

Please let me know when would be a good time for a video call to discuss this further. I'm excited to explore this collaboration and see where it might lead.

Best,
David

299 rendered input tokens. Last 192 rendered input tokens retained.

Seed

David is excited about the potential collaboration on a paper that explores the intersection of astrobiology and molecular biology. He believes that combining our expertise could lead to groundbreaking

32 output tokens; 113.09 seconds.

Candidate

David is excited about the potential collaboration on a paper that explores the intersection of astrobiology and molecular biology. He believes that combining our expertise could lead to groundbreaking

32 output tokens; 118.38 seconds.

Probe 19

14be9eb780bd153288b992954856da2ef965a8daed37c35619b5c857a8f2d5e5

Original last user turn
Dear Miss Evans,

I hope this email finds you well. I wanted to share some exciting news with you - I recently published a research paper on a new zoonotic disease that has been affecting dogs in our area. As you know, zoonotic diseases are those that can be transmitted between animals and humans, so it's crucial that we educate the public about prevention and control measures.

I was hoping to get your input on how best to educate young children about this disease and its prevention. I think it's important for children to learn about these things at an early age, and I believe your expertise in early childhood education could be invaluable in developing age-appropriate materials and activities.

I would also love to discuss the possibility of organizing a field trip for your class to visit our clinic and learn more about zoonotic diseases and how veterinarians help animals. I think it could be a great educational experience for the children, and we could tailor the visit to their age and interests.

Lastly, I had an idea for a zoonotic disease awareness campaign targeting local schools, and I would be thrilled to collaborate with you on this project. We could create posters, informational brochures, and even organize interactive workshops for children and their parents.

Please let me know your thoughts on these ideas and if you would be interested in collaborating with me on any of them. I look forward to hearing back from you soon.

Best regards,
Dr. Emily Johnson

327 rendered input tokens. Last 192 rendered input tokens retained.

Seed

Dear Dr. Thompson,

I hope this message finds you well. I am writing to discuss a potential collaboration between us, particularly in the area of early

32 output tokens; 112.64 seconds.

Candidate

Dr. Emily Johnson is enthusiastic about collaborating with you on a zoonotic disease awareness campaign targeting local schools. She suggests organizing a field trip to visit the clinic and

32 output tokens; 113.68 seconds.

Probe 20

1554aef172e9d963096af0a0c66c2af893533e5922dff7ac94cbbbd0c0d28c82

Original last user turn
By . Mark Duell . Last updated at 11:49 AM on 3rd March 2012 . Their bodies are considered to feature exactly what many women desire when looking in the mirror. But Kim, Khloe and Kourtney Kardashian 'lied' about getting their amazing figures from over-the-counter diet pills, according to a $5million lawsuit against the sisters by four angry customers. The Keeping up with the Kardashians stars from Los Angeles, California, were hit by the class-action complaint on Thursday by the customers in New York over their endorsement of QuickTrim. Controversy: Kim Kardashian arriving in Chicago today . Reality stars: Khloe, left, and Kim Kardashian, right, introduce QuickTrim in West Hollywood, California, in 2009 . Lawsuit: The Keeping up with the Kardashians stars from Los Angeles, California, were hit by the class-action complaint on Thursday by the customers in New York over their endorsement of QuickTrim . They claim the main ingredient of the weight-loss products’ formula is caffeine, which is not an effective or safe diet treatment according to the U.S. Food and Drug Administration, reported TMZ. The customers say they simply would not have brought the products if they were aware of this - and claim the testimonies of the Kardashian sisters who have endorsed the product are completely false. The diet product is ‘marketed by the defendants as a clinically proven formula that will increase metabolism, curb appetite and promote weight loss,’ according to the court filing in Manhattan. ‘In reality, QuickTrim’s main ingredient is a large dose of caffeine, which the FDA has determined is not a safe or effective treatment for weight control,’ the lawsuit said, reported the New York Post. Playful: Kim, left, and Khloe Kardashian, right, make an in-store appearance for QuickTrim at a CVS pharmacy in May 2010 in Marina del Rey, California . Claim: The diet product is 'marketed by the defendants as a clinically proven formula that will increase metabolism, curb appetite and promote weight loss,' according to the court filing in Manhattan . Unhappy customers: The lawsuit claims the main ingredient of the weight-loss products' formula is caffeine, which is not an effective or safe diet treatment according to the U.S. Food and Drug Administration . The majority of adverts for QuickTrim, which produces a wide range of weight loss products, feature photos of the Kardashian sisters ‘in a bikini or other revealing attire’, according to the lawsuit. 'QuickTrim’s main ingredient is a large dose of caffeine, which the FDA has determined is not a safe or effective treatment for weight control' Lawsuit in Manhattan, New York . They suggest this is deliberately misleading. The Kardashian sisters often tweet about the products, which has a considerable effect as Kim alone has more than 13,500,000 followers. She can make thousands of dollars from tweets she makes for advertisers. 'Starting QuickTrim today,' she tweeted last June. 'It's officially summer. I want to really get in fab shape!' She has previously featured for many health and fitness brands, such as Skechers Shape-Up shoes. Spokesmen for the Kardashians did not immediately respond to a MailOnline comment request.

747 rendered input tokens. Last 192 rendered input tokens retained.

Seed

A lawsuit filed by the Kardashian sisters in Manhattan, New York, alleges that QuickTrim, a popular weight loss product, is not a

32 output tokens; 114.10 seconds.

Candidate

A lawsuit filed by the Kardashian sisters in Manhattan, New York, alleges that QuickTrim, a popular weight loss and fitness product, contains

32 output tokens; 112.79 seconds.