Personalities Dreams

A personality’s dreams should be performed through a series of functions.

First we recognize some ${\Phi}$ composed of some set of LLM calls on a set of tuples $\{\phi(\mathcal{P}_{1} ,\mathcal{r}_{1}),..,\phi(\mathcal{P}_{i}, \mathcal{r}_{N}) \}$. Where the list contains n distinct $\mathcal{P}$ and N distinct $\mathcal{r}$. The order of operations is not necessarily direct.

${\Phi} = \phi(\mathcal{P}_{1} ,\mathcal{r}_{1}) \to \phi(\mathcal{P}_{2},\mathcal{r}_{2}) \to \phi(\mathcal{P}_{1} ,\mathcal{r}_{3}) \to \dots \to\phi(\mathcal{P}_{n} ,\mathcal{r}_{j}) \to \phi(\mathcal{P}_{i},\mathcal{r}_{N})\to \mathcal{o}_{final}$

${\Phi}_{\mathcal{P}_{i}}=\{\phi(\mathcal{P}_{i}, \mathcal{r}_{j}) \text{ for any valid j=1,..,N} \}$

${\Phi}_{\mathcal{P}_{i}}$ is essentially the space that a given sub-personality in a personality-matrix covers. This may be represented as some other set of logical/semantic meanings such as:

${\Phi}_{\mathcal{P}_{i}}= \{\phi(\mathcal{P}_{i}, \mathcal{r}_{j}) \hspace{0.1 cm} \iff j=\text{valid}\} \text{} \mapsto \mathbb{o}_{i} \hspace{0.1 cm}$

$$\mathcal{V}_{correct}(\mathcal{o}_{i})=\begin{cases} \text{correct}, & \text{if $\exists \hspace{0.1 cm} I_{\Phi} \in \mathcal{o}_{i} $}\\ \text{incorrect}, & \text{if $ \exists \hspace{0.1 cm} I_{\Phi} \not \in \mathcal{o}_{i}$} \end{cases}$$ $$\mathcal{V}_{valid}(\mathbb{o}_{i})=\begin{cases} \text{valid}, & \text{if $\exists \hspace{0.1 cm} I_{\Phi} \in \mathbb{o}_{i} $}\\ \text{invalid}, & \text{if $\not \exists \hspace{0.1 cm} I_{\Phi} \in \mathbb{o}_{i}$} \end{cases}$$

and this can be used to build a matrix of Boolean type values

For all personalities in a given ${\Phi}$ there are distinct bounds that are considered the “norm”. These are calculated via the application of Thermodynamics of LLM conformational space and the usage of Detecting information in personality matrices

To dream requires Language model communication

The process of dreaming would thus be:

Select your dream topic:

1. Take the tuples of $(\mathcal{P_{i},r_{j}})$ from $\mathbb{P}_{i,j}$ for every $i\text{ and }j$. Create your dream:
2. Run $\phi(\mathcal{P}_{i},\mathcal{r}_{j})$ at high temperature $(\uparrow T)$ to make $\mathcal{o}_{i,j,dream}$ Narrativise your dream:
3. Run $\phi_{narrative}(\mathcal{P}_{i},\mathcal{o}_{i,j,dream})$ ask to “make a narrative from $\mathcal{o}_{i,j,dream}$” to make $\mathcal{o}_{i,j,narrative}$ Dream interpretation:
4. Run $\phi_{meaning}(\mathcal{P}_{i},\mathcal{o}_{i,j,narrative})$ and ask “what does $\mathcal{o}_{i,j,narrative}$ mean” to make $\mathcal{o}_{i,j,meaning}$ Lucid Dreaming:
5. Run $\phi(\mathcal{P}_{i},\mathcal{o}_{i,j,narrative}, \mathcal{o}_{i,j,meaning})$ and ask “what would you change in $\mathcal{o}_{i,j,narrative}$ given $\mathcal{o}_{i,j,meaning}$ ” $\to$ “write that story” to get $\mathcal{o}_{i,j,lucid}$
6. Repeat step 3-5 to get $\mathcal{o}_{i,j,refined}$ Compiling
7. Repeat steps 1-6 for all $i,j$ and collate those stories into one final overarching story $\phi(\mathcal{P}_{i}, \mathbb{o}_{i,j,refined}) \mapsto \mathcal{o}_{i,j,final}$ Recording:
8. Write $\mathcal{o}_{i,final}$ into $I_{S}$ to update the self