yi*HdZddlZddlZddlmZddlmZddlmZmZm Z m Z m Z m Z m Z ddlZejj!deeej&j&ddlmZmZgdZgdgd gd gd gd d ZgdgdgdgdgdgddZdZdZdZdZdZdZdZ dZ!d%dZ"dZ#e$dk(rcddlZe%ejLd kDrAd!jOejLd dZ(e"e(Z)e*ejVe)d"#ye*d$yy)&u The Thalamus — Signal Contract, Routing & Arbitration Every signal passes through here. Enforces the formal schema. Applies conflict resolution when structures disagree. N)datetime)Path) new_signal load_state save_stateenqueue_signal log_absence log_presenceABSENCE_CATEGORIES)amygdala hippocampus)medullarcomplexr r cortexcorpusakashiclethe)howwhywhatwhenwherewhoexplain?)createmakebuildrunstartstopdeletesend)findsearchlookupcheckstatusshowlist)hellohiheythanksthankpleasebyesorry)writestorypoemsongdesignimaginedraw)questioncommand informationsocialcreative)memoryrecallrememberforgetencodestore)systemprocesssignalbrainrr)filereadr3editrr")networkconnectsyncr#postpublish)timeschedulercronperiodicdaily)selfaware consciousaliveexistzI am)r?rErIrLrQrVcjtjD]\}}tfd|Ds|cSy)Nc3&K|]}|v ywN.0kwtexts 3/home/workspace/ghojualamanchu-v3/brain/thalamus.py z!analyze_intent..2-brTz-unknown)lower CONTENT_MAPitemsany)rbintentkeywordss` rcanalyze_intentrn/sC ::.:rerf)rhTOPIC_KEYWORDSrjrkappend)rbfoundtopicrms` rcextract_topicsrv6sP ::s[H OOBJJ|T23 OOBJJ56 OOBJJ|T23 H roc4tjd|ddS)Nz [^.!?]*\?)ryrz)rbs rcextract_questionsrFs ::lD )"1 --roct|j}tttjd|d}||z }|dkDs|dkDry|dkDs|dkDryy ) Nz[.!?]+Pcomplex moderatesimple)lensplitmaxry)rbwords sentencesavg_words_per_sents rcassess_complexityrIs`  ECD12A6I* rz'", )B. rocg}j|dk(rtfddDr|jdtfddDr|jdtfdd Dr|jd tfd d Dr|jd tfddDr|jdtfddDr|jd|S)Nr;c3&K|]}|v ywr]r^r`krbs rcrdz"predict_actions..W>QqDy>rf)rrr create_filec3&K|]}|v ywr]r^rs rcrdz"predict_actions..Yrrf)rr executerc3&K|]}|v ywr]r^rs rcrdz"predict_actions..[s:QqDy:rf)r!killend terminatec3&K|]}|v ywr]r^rs rcrdz"predict_actions..]s@QqDy@rf)r"removeclearr"c3&K|]}|v ywr]r^rs rcrdz"predict_actions.._s?QqDy?rf)r%r$r&r%c3&K|]}|v ywr]r^rs rcrdz"predict_actions..arrf)r#rOrPrP)rhrkrs)rbrlactionss` rcpredict_actionsrSsG ::"=> > NN= ) >"=> > NN9 % :"9: : NN; ' @"?@ @ NN8 $ ?">? ? NN8 $ >"=> > NN9 % Nrocdgd}|jtfd|Dry|dk(ryy)zEHigher uncertainty when system is asked about things it can't verify.)maybeperhapsmightzcould beznot surez don't know uncertainc3&K|]}|v ywr]r^)r`phrase text_lowers rcrdz'estimate_uncertainty..is = 0.8 → emotional urgency gates response 2. Hippocampus Override: match_confidence >= 0.9 → prior memory dominates 3. Arousal Suppression: amygdala.arousal == "overload" → cortex suppressed 4. Cortex Dominance: salience < 0.5 AND uncertainty < 0.3 → normal analysis 5. High Uncertainty: uncertainty > 0.8 → default conservatism 6. Default: systematic conservatism, bias toward inaction on ambiguous signals Returns: dict describing how conflict was resolved r r rsaliencegmatch_confidence uncertainty?arousalcalmN)rulewinnerreasong?amygdala_overriderrz Salience u, >= 0.8 — emotional urgency gates responser final_outputconflict_resolvedg?hippocampus_overridezMatch confidence u" >= 0.9 — prior memory dominatesoverloadarousal_suppressionzArousal u! — cortex processing suppressedg333333?cortex_dominancez < 0.5 and uncertainty u < 0.3 — normal analysishigh_uncertaintynonez Uncertainty u( > 0.8 — no action on ambiguous signaldefault_conservatismzAmbiguous signal (salience=z, uncertainty=u) — no action taken)get) rGamygdala_blockhippocampus_block cortex_blockr match_confrr resolutions rcresolve_conflictrssLZZ B/N ="5::h+L!!*c2H"&&'93?J""=#6K  F3GJ30 6) 8!*8*4`a 86@~23S3 6, 8!2:,>`a 86@~23*2 6) 8!)'2ST 86@~23#~++/ 6' 8!*8*4KK=Xrs 86@~23S/ 6% 8!-k]:bc 86@~230Jv!Jx8 .Q\P]]rsJx2./ roct}|jddsddiSt|||}|jdd|dd<|jd d |dd <|jd rd nd |dd<|jdd|dd<tj|}t j|}|d}|d}t ||d<t||d<t||d<t||d<t||d<t||d|d<t||d|d<t|}||dd<t|d||dd d!|d"d#<|dd|d"d$<tD]<}|j!d%d&|j#vs&|d'd(j%|>t'|t)j*j-|d)<t/||S)*zg Main entry point: route a raw input through the full brain. Enforces the signal contract. activeFerrorz+Medulla not active. Run: ghoju-v3 stimulate current_beatrrheartbeat_at_receiverespiratory_phaseexhaletorporrg?autonomic_loadterritory_statussafer raw_inputrrlr|topics complexity questionspredicted_actionsrrr signal_idr valence)qualityTrrecordedr_ rabsence_categorieslast_signal_at)rrrr rFr rnr}rvrrrrrr r replacerhrsrrnow isoformatr) rsourceprioritystaterGrawrconflict_resultcats rcprocess_signalrs1 LE 99Xu %FGG 68 4F16 .!0LF9,--2YY7JH-UF9)*1681D##F9&'.3YY7I6-RF:)*   f %F  (F  C(#L+C0L/4L+C0L!23!7L 1# 6L(7\(=S(TL$%"6sL./ $c6*3Ei3PQ$(F9j!#)*#5i#@F9i "> ;;sC CIIK / 7O0 1 8 8 => 6'lln668E u Mroc g}|D]C}t|d|jdd|jdd}|j|E|S)z)Route multiple signals through the brain.rruserrnormal)rrrs)signalsresultssigresults rc route_batchrsTGK 0#''(F2KSWWU_aiMjkv Nro__main__rr)indentu9Thalamus router — use ghoju-v3 signal to inject signals)rr),__doc__jsonryrpathlibr brain.staterrrrr r r syspathinsertstr__file__parentrHr r ROUTING_ORDERrirrrnrvr}rrrrrrr__name__rargvjoinrrprintdumpsr^rorcrs*   3tH~,,3345'k OTRQO  LK AH E D .$J`?B z 388}qhhsxx|$$ jdjj*+ IJro