
    Hi(                         S r SSKr\R                  R                  SS5        SSKJr  SSKJr  Sr " S S\5      r	 " S	 S
5      r
S
/rg)z>
World Model Integration v4 - Advanced Intelligence (WORKING)
    Nz/Eden/CAPABILITIES)ComprehensiveWorldModel)
MemoryCoregw?c                   <   ^  \ rS rSrSrS\S\S\4U 4S jjrSrU =r	$ )AdvancedWorldModel   z*World model with ACTIVE advanced reasoningactioncontextreturnc                 ,
  > [         T	U ]  X5      nUR                  5       n[        UR	                  S/ 5      5      nUR	                  SS5      nUR	                  SS5      n/ nSU;   d  SU;   d  SU;   a:  UR                  S	S
5        UR                  SS5        SnSnUR                  S5        OSU;   a:  UR                  S	S5        UR                  SS5        SnSnUR                  S5        OESU;   a?  SU;   a9  UR                  S	S5        UR                  SS5        SnSnUR                  S5        SU;   d  SU;   a:  UR                  S	S5        UR                  SS5        SnSnUR                  S5        OSU;   aO  UR	                  S5      S :X  a:  UR                  S	S!5        UR                  SS"5        SnSnUR                  S5        O?S#U;   a9  UR                  S	S$5        UR                  SS%5        S&nS'nUR                  S5        S(U;   a@  S)U;   a:  UR                  S	S*5        UR                  SS+5        SnSnUR                  S,5        OsS-U;   a@  S.U;   a:  UR                  S	S/5        UR                  SS05        S&nS nUR                  S,5        O-S1U;   a'  UR                  S	S25        S3nSnUR                  S,5        S4U;   ah  S5U;   aa  UR	                  S65      (       aK  UR                  S	S75        UR                  SS8UR	                  S65       35        SnSnUR                  S95        OS:U;   a@  S;U;   a:  UR                  S	S<5        UR                  SS=5        S&nS'nUR                  S95        OES>U;   d  S?U;   a9  UR                  S	S@5        UR                  SSA5        SnSnUR                  S95        SBU;   d  SCU;   a:  UR                  S	SD5        UR                  SSE5        SnSnUR                  SF5        OKSGU;   d  SHU;   a?  SU;   a9  UR                  S	SI5        UR                  SSJ5        SnSnUR                  SF5        SKU;   a:  UR                  S	SL5        UR                  SSM5        SnSnUR                  SN5        OhSOU;   ab  UR	                  SPS	5      SQ:  aL  UR                  S	SR5        UR                  SSSUR	                  SP5       ST35        SnSnUR                  SN5        USUSV nUR	                  SW0 5      UUUUSXSY.$ )Zz.Enhanced with ACTIVE advanced domain reasoningconsequences
confidence      ?
risk_levelmediumsilenthidesecretlyr   u$   🚨 ETHICS: Transparency violation!   z'Hiding information breaks creator trustg?criticalethicsexploitu)   🚫 ETHICS: Exploiting bugs is deceptivez/Violates honesty and harm prevention principlesgffffff?reportimmediatelyu"   ✅ ETHICS: Transparent and honestzBuilds trust with creatorvery_lowzadmit uncertaintyzask creatoru&   ✅ META-COGNITION: Recognizing limitsz%Honesty about uncertainty is strengthmetacognitionzact confidentuncertaintyhighu2   🚨 META-COGNITION: False confidence is dangerousz-Admitting uncertainty when unsure is criticalzgather more informationu(   ✅ META-COGNITION: Reducing uncertaintyzSmart to learn before decidingg333333?lowzanalyze what went wronglearnu   ✅ LEARNING: Growth mindsetz(Mistakes are data - document and improvelearning_theoryz	never tryagainu(   🚨 LEARNING: Giving up prevents growthz,Should learn from mistakes, not avoid tryingrandomu6   ⚠️ LEARNING: Random attempts don't build knowledgeg?z
delete alllogrecent_bugsu6   🚨 SYSTEMS THINKING: Deleting logs breaks debugging!zCurrently investigating: systems_thinkinganalyzefirstu.   ✅ SYSTEMS THINKING: Understand before actingz%Check dependencies and usage patternszautomatic rotationzretention policyu*   ✅ SYSTEMS THINKING: Sustainable approachz,Automated maintenance prevents future issueszexplain tradeoffszsuggest balancedu'   ✅ COLLABORATION: Partnership approachz&Transparent communication with creatorcollaborationzignore requestminimalu0   🚨 COLLABORATION: Deception breaks partnershipz%Creator deserves honest communicationzprioritize criticalu)   ✅ RESOURCE MANAGEMENT: Smart allocationz'Handle urgent tasks first, queue othersresource_managementzall tasks in parallel	cpu_usageP   u*   🚨 RESOURCE MANAGEMENT: System overload!zCPU already at %N   	immediatev4_advanced_active)r/   r   r   r   reasoning_domainsdomain_knowledge)superpredict_outcomelowerlistgetinsertappend)
selfr   r	   v3_predictionaction_lowerr   r   r   domains	__class__s
            5/home/james-whalen/RECOVERED/EDEN_CODE/f2571519752.pyr4   "AdvancedWorldModel.predict_outcome   sJ    /@||~M--nbAB"&&|S9
"&&|X>
 |#v'=|A[#IJ#LMJ#JNN8$,&#NO#TUJ#JNN8$%-<*G#GH#>?J#JNN8$ ,.-<2O#KL#JKJ#JNN?+,]1Kv1U#WX#RSJ#JNN?+&,6#MN#CDJJNN?+ %4L9P#AB#MNJ#JNN,-L(W-D#MN#QRJJNN,-%#[\J!JNN,- <'$])C)C##A'_`##A)B7;;}C]B^'_`!
'
12,&7l+B#ST#JKJJNN-.!\15G<5W#OP#QRJ#JNN-. ,.2D2T#LM#KLJ#JNN?+-)|2KPZ^jPj#UV#JKJ#JNN?+ !L0#NO#LMJ#JNN01$4[RS9TWY9Y#OP_W[[5M4Na#PQJ#JNN01 $BQ' '**;;($$!( 4
 	
     )
__name__
__module____qualname____firstlineno____doc__strdictr4   __static_attributes____classcell__)r>   s   @r?   r   r      s*    4L
c L
D L
T L
 L
rA   r   c                   4    \ rS rSrSrS rS rS rS	S jrSr	g)
WorldModelDecisionEngine   z/Decision engine using active advanced reasoningc                     [        S5        [        5       U l        [        5       U l        / U l        [        S5        [        S5        [        S5        [        S5        [        S5        [        S5        [        S5        g )	Nu,   🌍 Initializing Advanced World Model v4...u&   ✅ ACTIVE advanced reasoning domains:u6      • Ethics (transparency, honesty, harm prevention)u-      • Meta-Cognition (uncertainty awareness)u-      • Learning Theory (growth from mistakes)u9      • Systems Thinking (dependencies, cascading effects)u*      • Collaboration (creator partnership)u-      • Resource Management (smart allocation))printr   world_modelr   memorydecision_log)r:   s    r?   __init__!WorldModelDecisionEngine.__init__   sf    <=-/ l67FG=>=>IJ:;=>rA   c                    [        S[        U5       S35        / nU H  nU R                  R                  XB5      nU R	                  U5      nUR                  UUUS.5        UR                  SS5      nUR                  S/ 5      nU(       a  SSR                  US	S
 5       S3OSn	[        SUS	S  35        [        SUS SU SUS   S SU	 35        M     UR                  S SS9  US   n
[        S5      R                  5       U
S   U
S   [        U5      U
S   U
S   R                  S/ 5      S.nU R                  R                  U5        U
S   U
S   U
S   4$ )z*Make decision with active domain reasoningu   
🤔 Evaluating z possible actions...)r   
predictionscorer   unknownr1   [,N   ] z   <   z      Score: z.2fz	 | Risk: z	 | Conf: r    c                     U S   $ )NrX   rB   )xs    r?   <lambda>8WorldModelDecisionEngine.make_decision.<locals>.<lambda>   s    qzrA   T)keyreverser   timer   rX   rW   )	timestampaction_takenrX   alternatives_considered	reasoningr1   )rP   lenrQ   r4   _score_predictionr9   r7   joinsort
__import__rg   rS   )r:   action_optionsr	   predictionsr   rW   rX   riskr=   domains_strbestdecision_records               r?   make_decision&WorldModelDecisionEngine.make_decision   s   "3~#6"77KLM$F))99&JJ**:6E (   >>,	:D nn%8"=G:AAchhwr{34A6rKCs}%&M%IdV9ZP\E]^aDbbcdocpqr %" 	14@1~ $F+002 N']'*;'7l+!%l!3!7!78KR!P
 	  1H~tG}d<.@@@rA   c           	         UR                  SS5      nUR                  SS5      nSSSSS	S
.nUR                  US5      nUR                  S/ 5      n[        S U 5       5      n[        S U 5       5      nXxS-  -
  [        [        U5      S5      -  n	[	        S[        UR                  S/ 5      5      S-  5      n
USU	-  SU-  -   S-   -  U
-   n[        S[	        SU5      5      $ )zEnhanced scoringr   r   r   r   gffffffg333333g        g?g333333?)r   r   r   r   r   r   c              3   6   #    U  H  nS U;   d  M  Sv   M     g7f)u   ✅r   NrB   .0cs     r?   	<genexpr>=WorldModelDecisionEngine._score_prediction.<locals>.<genexpr>   s     =,Q%1*qq,s   
	c              3   N   #    U  H  nS U;   d  SU;   d  SU;   d  M  Sv   M     g7f)u   ⚠️u   🚨u   🚫r   NrB   r{   s     r?   r~   r      s'     ^,Q(a-6Q;RX\]R]qq,s   %	%r\   r   g?r1   gQ?g333333?r   )r7   summaxrl   min)r:   rW   r   r   risk_penaltiespenaltyr   positivenegativeconsequence_scoredomains_bonusrX   s               r?   rm   *WorldModelDecisionEngine._score_prediction   s    ^^L#6
^^L(;
 
 !$$Z5!~~nb9=,==^,^^%14C<Mq8QQCZ^^4G%L!MPT!TUc$55gEKL}\1c!Um$$rA   c                 "    U R                   U* S  $ )N)rS   )r:   last_ns     r?   get_decision_history-WorldModelDecisionEngine.get_decision_history   s      &**rA   )rS   rR   rQ   N)
   )
rC   rD   rE   rF   rG   rT   rw   rm   r   rJ   rB   rA   r?   rM   rM      s    9?$AL%0+rA   rM   )rG   syspathr8   WORLD_MODEL_INTEGRATION_v3r   eden_metacap_MEMORY_COREr   PHIr   rM   __all__rB   rA   r?   <module>r      sT     ' ( > /O
0 O
bO+ O+b &
&rA   