Hali ya Injini

Injini ya Crosslight

Uandishi wa toleo wazi wa uwezo wetu wa uchambuzi. Kila uchambuzi umewekwa alama ya toleo la injini iliyoutengeneza.

v0.4.0Ya Sasa

Jina la Msimbo: Global Lens Expansion

Ilitolewa 5 Machi 2026

Lenses

Lugha

Ukaguzi wa Ukweli

Global philosophical expansion from 33 to 48 lenses spanning 8 cultural traditions: East Asian, South Asian, Greco-Roman, Western Modern, Islamic, African, Western Institutional, and Entertainment & Sports.

Historia ya Matoleo

v0.4.0

Global Lens ExpansionYa Sasa

5 Machi 2026

Vipengele

Mpya

Global Philosophical Traditions

15 new lenses from non-Western traditions: Confucian (Five Relationships), Sun Tzu (strategic assessment), Zen (fierce inquiry), Buddhist Theravada (dependent origination), Dharmic Hindu (Vedantic ethics + Arthashastra realism), Stoic (Roman Stoicism), Ibn Khaldun (asabiyyah cycles), Ubuntu (relational personhood), Maat (cosmic order), Gramsci (cultural hegemony), and Bandung (Global South decolonial analysis).

Mpya

8 Cultural Tradition Clusters

Lenses organized into 8 tradition-based clusters: East Asian, South Asian, Greco-Roman, Western Modern, Islamic, African, Western Institutional, and Entertainment & Sports. Each cluster has color coding and chronological ordering.

Mpya

Cultural Metadata on Every Lens

Every lens now includes cultural_tradition, era, geographic_origin, anachronism_risk, and source_confidence metadata. Displayed as metadata footers on lens cards throughout the site.

Mpya

Entertainment & Sports Expansion

4 new entertainment/sports lenses: K-pop Industrial (cultural technology + parasocial economics), Bollywood (masala formula + izzat calculus), Global Football (relegation stakes + sportswashing audit), and Cricket Analytics (declaration timing + Commonwealth dynamics).

Imeboreshwa

Redesigned Intake Agent

4-dimension scoring rubric replaces hardcoded category tables. Dual-layer cultural context analysis with selection_layer tagging (local/external/cross-cultural) for transparent lens selection.

Mpya

Anachronism Awareness

Historical events assessed for both retroactive condemnation and retroactive rehabilitation. Each lens includes explicit anachronism risk metadata.

Uwezo

Lugha za Utafiti (15)

endefrzhesarruptjahiswidtrkovi

Modeli

claude-opus-4-5-20250514

Mizunguko ya Ukaguzi wa Ukweli

Hadi mizunguko 3 ya marekebisho

Mipaka Inayojulikana

•Non-Western philosophical lenses rely on translated primary texts — nuance may be lost in translation
•Some traditions (e.g., Maat, Ubuntu) have limited surviving primary texts; analysis draws on scholarly reconstruction
•Cross-cultural lens application is inherently interpretive — a Confucian reading of a Western event is an analytical exercise, not a claim of cultural authority
•Anachronism risk varies by lens — historical frameworks applied to modern events are explicitly flagged
•Entertainment and sports lenses use satirical personas for accessibility — analysis content is substantive despite playful framing

Mabadiliko ya Kubomoa

!LensConfig interface extended with 6 cultural tradition metadata fields (cultural_tradition, sub_tradition, era, geographic_origin, anachronism_risk, source_confidence)
!LensMetadata interface extended with 4 cultural tradition display fields
!LENS_CLUSTERS reorganized from 7 functional clusters to 8 tradition-based clusters
!Intake agent prompt completely redesigned — scoring rubric replaces hardcoded category tables

v0.3.1

Arena & Stage

21 Januari 2025

Massive expansion with 16 new lenses for entertainment, sports, and psychological/philosophical analysis. Over-the-top personas bring celebrity drama, sports hot takes, Jungian archetypes, Nietzschean power analysis, and Pavlovian conditioning mechanics.

Vipengele

Mpya

Entertainment & Pop Culture Lenses

6 new lenses for celebrity drama, music industry conflicts, and social media controversies: TMZ (ruthless paparazzi), Publicist (crisis PR), Stan Culture (fandom analyst), Industry Insider (label/studio exec), Cultural Critic (academic analysis), and DeuxMoi (blind items).

Mpya

Sports Analysis Lenses

7 new lenses for athletic events and sports business: Moneyball (data analyst), Sports Agent (contract negotiator), League Office (commissioner perspective), Gambling (sharp bettor), Sports Sociology (critical analyst), Talking Head (hot take artist), and Dynasty Builder (championship architect).

Mpya

Carl Jung Lens

Depth psychology analysis through archetypes, collective unconscious, shadow projection, and individuation. Asks 'What wants to become conscious?'

Mpya

Friedrich Nietzsche Lens

Will to power analysis examining master/slave morality, ressentiment, life-affirmation vs. life-denial, and the revaluation of values.

Mpya

Pavlov / Behavioral Conditioning Lens

Classical conditioning analysis mapping stimulus-response patterns, media conditioning, propaganda mechanics, and trained public responses. Asks 'What's the bell here?'

Mpya

Brain Hemisphere Balance

Core lenses now explicitly balanced: Game Theory, Machiavelli & Pavlov (left brain analytical), Taoism & Jung (right brain intuitive), Nietzsche (both hemispheres).

Mpya

New Event Categories

Added 8 new event categories for proper lens auto-selection: entertainment, celebrity, music_industry, film_tv, social_media_drama, sports, sports_business, sports_controversy.

Imeboreshwa

Category-Based Lens Triggers

Intake agent now auto-selects entertainment and sports lenses based on event category classification with documented trigger conditions.

Mpya

Over-the-Top Personas

New lens agents feature exaggerated personas matching their domain culture - from TMZ's 'RECEIPTS MOMENT' energy to Skip Bayless hot takes to crisis PR spin expertise.

Uwezo

Lugha za Utafiti (15)

endefrzhesarruptjahiswidtrkovi

Modeli

claude-opus-4-5-20250514

Mizunguko ya Ukaguzi wa Ukweli

Hadi mizunguko 3 ya marekebisho

Mipaka Inayojulikana

•Entertainment/sports lenses reflect domain stereotypes for analytical color, not endorsement
•Celebrity and sports events have limited 'ground truth' - analysis is inherently interpretive
•Hot take and tabloid personas are satirical framing devices for accessible analysis
•Fan culture analysis may not capture all fandom dynamics
•Sports gambling lens is analytical only - not betting advice

v0.3.0

Causality

20 Januari 2025

Revolutionary causal graph analysis with deep actor discovery, root cause tracing, and interactive knowledge visualization.

Vipengele

Mpya

Interactive Causal Graph

Every analysis now generates an interactive knowledge graph showing how events, decisions, policies, and actors causally connect. Click nodes to explore, filter by type, and trace paths from root cause to outcome.

Mpya

Actor Discovery Loop

Agentic research loop that recursively discovers all significant actors: decision-makers, beneficiaries, victims, lobbyists, regulators. Maps relationships, motivations, and influence networks up to 3 levels deep.

Mpya

Root Cause Tracing

5-Whys methodology applied systematically to trace events back to their root causes. Identifies policies, decisions, and conditions that enabled outcomes.

Mpya

Lens Causal Attribution

Each lens now provides explicit causal attribution: who/what it blames, which causal chains it emphasizes, and actor responsibility scores from -1 (victim) to +1 (perpetrator).

Mpya

Locality Immersion

Deep local context for any geographic region. Adapts research languages, sources, and framing to provide insider perspective rather than Western-centric analysis.

Mpya

Enhanced Actor Profiles

Comprehensive actor profiles with stated vs inferred motivations, lobbying data, political donations, revolving door connections, and outcome analysis (who won, who lost).

Mpya

Lobbyist Lens

New lens analyzing legislative influence, stakeholder mapping, and the role of organized interests in shaping events.

Mpya

Non-Partisan Insight Generation

Synthesis now explicitly surfaces how complex issues transcend simple political divides, showing why events are not 'party X vs party Y' problems.

Imeboreshwa

15 Research Languages

Expanded from 10 to 15 languages including Swahili, Indonesian, Turkish, Korean, and Vietnamese for better global coverage.

Uwezo

Lenses (17)

🎯kiss 🧠game-theory 🔥machiavelli 💼corporate ⚖️decision ☯️taoism 📖wisdom 👁️philosophy 🪶artistic 🏛️brookings 🦅heritage 🗽cato 🌐cfr 🕵️cia ⚠️conspiracy 💬counter-narrative 🤝lobbyist

Lugha za Utafiti (15)

endefrzhesarruptjahiswidtrkovi

Modeli

claude-opus-4-5-20250514

Mizunguko ya Ukaguzi wa Ukweli

Hadi mizunguko 3 ya marekebisho

Mipaka Inayojulikana

•Causal attribution is inherently interpretive — graphs represent analysis, not ground truth
•Actor discovery limited by available public information and source accessibility
•Lobbying data availability varies significantly by jurisdiction
•Benefit analysis may miss non-obvious winners and losers
•Deep locality research depends on source availability in local languages
•Historical causality is easier to trace than ongoing events
•AI analysis can miss nuance, misinterpret context, or reflect training biases

Mabadiliko ya Kubomoa

!FullAnalysis type now includes optional causal_graph, enhanced_actors, and locality_context fields

v0.2.0

Deep Dive

15 Januari 2025

Added deep analysis capabilities with expandable lens insights, full research transparency, and rich data visualization.

Vipengele

Mpya

Expandable Deep Dive Analysis

Each lens now provides a collapsible deep dive with game structures, power analysis, yin-yang dynamics, and more depending on the lens type.

Mpya

Full Research Transparency

See all sources consulted, credibility scores, language coverage, and disputed claims in an expandable citations panel.

Mpya

Interactive Timeline

Visualize event chronology with expandable timeline nodes showing significance and source links.

Mpya

Possible Futures Section

Scenarios derived from lens analyses with probability assessments, key drivers, and early indicators to watch.

Mpya

Key Questions Browser

Organized questions (factual, interpretive, predictive, normative) that remain open after analysis.

Mpya

Self-Identification Guide

Help readers find their natural perspective and bridge to unfamiliar frameworks.

Mpya

Reasoning Transparency

Every lens shows its key assumptions, confidence level, caveats, and alternative interpretations.

Mpya

Historical Parallels

Each lens can now cite historical parallels with explanations of why the pattern applies.

Mpya

3 New Lenses

Added KISS (Occam's Razor baseline), Conspiracy (structured skepticism), and Counter-Narrative (marginalized perspectives).

Mpya

Lens Clustering

Lenses organized into 5 clusters: Foundational, Analytical, Intuitive, Institutional, Skeptical.

Mpya

Brain Hemisphere Metadata

Each lens tagged with left-brain (analytical), right-brain (intuitive), or both orientation.

Mpya

Political Tendency Metadata

Transparent tagging of each lens's political/establishment tendency.

Uwezo

Lenses (16)

🎯kiss 🧠game-theory 🔥machiavelli 💼corporate ⚖️decision ☯️taoism 📖wisdom 👁️philosophy 🪶artistic 🏛️brookings 🦅heritage 🗽cato 🌐cfr 🕵️cia ⚠️conspiracy 💬counter-narrative

Lugha za Utafiti (10)

endefrzhesarruptjahi

Modeli

claude-opus-4-5-20250101

Mizunguko ya Ukaguzi wa Ukweli

Hadi mizunguko 3 ya marekebisho

Mipaka Inayojulikana

•AI analysis can miss nuance, misinterpret context, or reflect training biases
•Multi-lingual research depends on available sources — some perspectives may be underrepresented
•Think tank lenses reflect general institutional positions, not official statements
•The synthesis is itself a perspective — reasonable people can disagree
•Historical parallels are suggestive, not predictive
•Probability assessments for futures are qualitative, not quantitative

v0.1.0

Foundation

15 Januari 2025

Initial release with core multi-lens analysis pipeline, basic synthesis, and fact-checking.

Vipengele

Mpya

Multi-Lens Analysis Pipeline

Analyze events through 5 distinct intellectual lenses in parallel.

Mpya

Convergence Detection

Automatically identify where multiple lenses reach similar conclusions.

Mpya

Tension Surfacing

Surface productive disagreements between lenses.

Mpya

Fact-Check Loop

Iterative fact-checking with correction cycle (max 2 iterations).

Mpya

Executive Summary

Synthesized overview integrating all lens perspectives.

Uwezo

Lenses (5)

🧠game-theory 🔥machiavelli ☯️taoism 💼corporate 🏛️brookings

Lugha za Utafiti (1)

Modeli

claude-opus-4-5-20250101

Mizunguko ya Ukaguzi wa Ukweli

Hadi mizunguko 2 ya marekebisho

Mipaka Inayojulikana

•English-only research sources
•Limited to 5 lenses
•No deep dive analysis available
•No source transparency beyond fact-check status
•No historical parallels or future scenarios

Kanuni Zetu za Uwazi

🏷️

Kuweka Alama ya Toleo

Kila uchambuzi umewekwa alama ya toleo la injini iliyoutengeneza. Unaweza daima kuona uwezo uliokuwepo wakati uchambuzi wako ulipozalishwa.

📊

Ufafanuzi wa Uwezo

Tunaorodhesha lenses, lugha, na modeli zinazosaidiwa na kila toleo hasa. Hakuna uwezo uliofichwa au vipengele visivyoandikwa.

⚠️

Uwazi kuhusu Mipaka

Kila toleo linaorodhesha mipaka inayojulikana. Hatuficha udhaifu wetu — tunaandika ili uweze kutathmini uchambuzi ipasavyo.

🔄

Chaguo la Kuchambuza Upya

Maboresho makubwa yanapotolewa, unaweza kuomba uchambuzi upya wa matukio ya zamani ukitumia toleo jipya la injini ili kupata maarifa ya kina zaidi.

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