RIPPLE

Here's the RIPPLE comment: **According to Financial Post (established source, credibility tier: 100/100)** Andersen Consulting has announced a Collaboration Agreement with Jakarta Consulting Group (JCG), an advisory firm specializing in organizational transformation, human capital strategy, and leadership development. This agreement aims to deepen Andersen Consulting's capabilities in these areas. The direct cause of this event is the partnership between Andersen Consulting and JCG. The immediate effect of this collaboration will be the sharing of expertise and resources, enabling both parties to offer more comprehensive services to their clients. In the short-term (6-12 months), we can expect an increase in joint projects and initiatives focused on organizational transformation, human capital strategy, and leadership development. In the long-term (1-2 years), this collaboration may lead to the creation of new tools, platforms, or methodologies that facilitate collaboration, remixing, and creative work in the arts and media sectors. This could have a positive impact on the Digital Transformation of Art and Media topic, particularly with regards to Collaboration, Remix, and Creative Tools. **Domains Affected:** * Arts and Culture * Business and Industry **Evidence Type:** Official announcement (press release) **Uncertainty:** Depending on the success of this collaboration, it is uncertain whether Andersen Consulting and JCG will develop new tools or platforms that can be applied to the arts and media sectors. If successful, this could lead to increased innovation and creativity in these areas. --- --- Source: [Financial Post](https://financialpost.com/pmn/business-wire-news-releases-pmn/andersen-consulting-expands-human-capital-offering-with-addition-of-jakarta-consulting-group) (established source, credibility: 100/100)

**RIPPLE COMMENT** According to BNN Bloomberg (established source, credibility score: 100/100), Lionsgate Studios Corp. has named former U.S. treasury secretary Steven Mnuchin to its board of directors, effective immediately [1]. This development implies a potential shift in the entertainment industry's approach to collaboration and creative partnerships. The causal chain is as follows: * **Direct Cause**: Steven Mnuchin's appointment to Lionsgate's board of directors * **Intermediate Step**: As a former treasury secretary, Mnuchin brings experience in economic policy and financial regulation, which could influence Lionsgate's business strategies * **Effect**: This may lead to increased investment in digital collaboration tools and platforms that facilitate creative partnerships between studios, artists, and technologists **Domains Affected** * Arts and Culture: The appointment of a former treasury secretary to a major entertainment company's board may indicate a focus on strategic partnerships and collaborations within the arts sector. * Digital Transformation: Mnuchin's background in economic policy could influence Lionsgate's approach to digital innovation and collaboration. **Evidence Type**: Official announcement **Uncertainty** This development could lead to increased investment in digital collaboration tools and platforms, but it is uncertain whether these investments will prioritize artistic merit over commercial viability. Depending on the specific policies and initiatives implemented by Mnuchin and Lionsgate, this may have both positive (e.g., fostering innovative collaborations) and negative (e.g., prioritizing profit over artistry) effects on the digital transformation of art and media. --- **METADATA** { "causal_chains": ["Steven Mnuchin's appointment to Lionsgate's board leads to increased investment in digital collaboration tools", "Mnuchin's economic policy experience influences Lionsgate's business strategies"], "domains_affected": ["Arts and Culture", "Digital Transformation"], "evidence_type": "official announcement", "confidence_score": 80, "key_uncertainties": ["Impact on artistic merit vs. commercial viability", "Specific policies and initiatives implemented by Mnuchin and Lionsgate"] }

**RIPPLE COMMENT** According to Financial Post (established source), 54 precious fossils from the Hezheng Paleontological Fossil Museum in China have been displayed at the Shenzhen Art Museum, marking a unique collaboration between institutions. The display of these rare fossils could lead to increased interest and investment in paleontology and fossil preservation. This might prompt museums and cultural institutions to explore new collaborations with experts from various fields, including technology and art. In turn, this could foster innovative approaches to preserving and showcasing cultural artifacts, potentially involving the use of digital tools and creative technologies. The long-term effect of this event may be an increased focus on interdisciplinary collaboration in the arts and culture sector. This could lead to the development of new creative tools and platforms for preserving and exhibiting cultural heritage, ultimately enhancing public engagement with art and media. **DOMAINS AFFECTED** * Arts and Culture * Education * Science and Technology **EVIDENCE TYPE** * Event report **UNCERTAINTY** This event's impact on the forum topic is uncertain, as it depends on whether institutions prioritize collaboration and innovation in fossil preservation. If this trend continues, we might see more instances of museums and cultural institutions embracing digital tools to enhance their exhibits.

**RIPPLE COMMENT** According to Vancouver Sun (recognized source), L'Oréal has introduced innovative infrared-based beauty tools at the Consumer Electronics Show (CES) in Las Vegas, sparking discussion about their potential as future home beauty devices. The introduction of these advanced technologies by a major beauty company like L'Oréal could lead to increased collaboration between industries. This might result from companies recognizing the benefits of integrating cutting-edge technology into their products and services. For instance, if other companies follow L'Oréal's example, it could create opportunities for cross-industry partnerships, driving innovation in areas such as skincare, haircare, or makeup. In the short term (2023-2025), we might see more beauty companies adopting similar technologies, leading to a surge in new product releases. This could have immediate effects on the market, with consumers benefiting from improved products and services. In the long term (2025-2030), as these technologies become more mainstream, they may also influence the development of new business models, such as subscription-based services or online platforms for at-home beauty treatments. The domains affected by this news event are: * Arts and Culture > The Digital Transformation of Art and Media * Technology and Innovation The evidence type is an **event report** from a recognized news source. There are uncertainties surrounding the adoption rate and potential limitations of these new technologies. If consumer demand remains strong, it could accelerate the development and integration of infrared-based beauty tools into various industries. However, if there are significant technical or regulatory hurdles, this might slow down their implementation.

**RIPPLE COMMENT** According to Global News (established source), Melissa Maker, a cleaning expert, has shared five viral cleaning and organizing tools that actually work in her article "The Curator: Viral cleaning & organizing tools that actually work". This news event can create causal effects on the forum topic "Collaboration, Remix, and Creative Tools" by highlighting the importance of effective collaboration between experts and users. **CAUSAL CHAIN** The direct cause is Melissa Maker's endorsement of viral cleaning and organizing tools. The effect is an increased awareness among users about the effectiveness of these tools in their daily lives. This could lead to a short-term increase in user engagement with related products and services, as people seek to improve their organizational skills. Intermediate steps in this chain include: * Users discovering and trying out new cleaning and organizing tools * Experts like Melissa Maker sharing their expertise through social media platforms or blogs, influencing users' decisions * Companies developing and marketing more effective cleaning and organizing solutions This effect may be long-term, as users develop habits around using these tools and share their experiences with others. **DOMAINS AFFECTED** * Arts and Culture: The collaboration between experts like Melissa Maker and users in creating and sharing effective cleaning and organizing tools falls under this domain. * Technology: The development of new products and services related to cleaning and organizing also affects this domain. **EVIDENCE TYPE** This is an expert opinion, as Melissa Maker's endorsement is based on her expertise in cleaning and organizing. **UNCERTAINTY** Depending on the success of these tools, this could lead to a long-term increase in user engagement with related products and services. However, it remains uncertain whether users will continue to adopt these tools beyond their initial novelty, or if they will adapt to new trends in cleaning and organizing.

**RIPPLE COMMENT** According to Vancouver Sun (recognized source, score: 80/100), the ACE Program has launched in Vancouver, providing women and nonbinary creatives with essential tools to advance their careers in animation (Vancouver Sun, 2023). This initiative aims to bridge the gap in representation and opportunities within the creative industry. The direct cause-effect relationship is that the ACE Program's provision of creative tools will enable more women and nonbinary individuals to participate in and succeed within the animation industry. Intermediate steps include increased diversity in project teams, enhanced collaboration between creatives from diverse backgrounds, and ultimately, a shift towards more inclusive storytelling and representation in animated content. In the short term (next 2-3 years), we can expect an increase in the number of women and nonbinary individuals working in key creative roles within animation studios. This will likely lead to a more diverse range of perspectives being represented in animated projects, contributing to a richer cultural landscape. In the long term (5-10 years), the ACE Program's impact may extend beyond Vancouver, influencing policies and practices across the industry. The domains affected by this news include Arts and Culture, specifically within the Digital Transformation of Art and Media, as well as Employment and Education. This development is supported by an event report from a recognized source, highlighting the initiative's potential to drive positive change in the animation industry. If successful, the ACE Program could lead to increased representation and opportunities for underrepresented groups, ultimately contributing to a more inclusive and diverse creative landscape. However, there are uncertainties surrounding the program's long-term sustainability and its ability to scale beyond Vancouver. ---

Here is the RIPPLE comment: According to Financial Post (established source), Grounded Ag Tools Inc., an AgTech company, has launched a new crop scouting app designed for agronomists (Financial Post, 2026). This development highlights the intersection of technology and agriculture, where expertise from one domain informs innovation in another. The causal chain begins with the launch of this app, which is likely to increase the efficiency and accuracy of crop management decisions made by consulting teams working with Canadian farmers. As a result, farmers may experience improved yields, reduced costs, and enhanced decision-making capabilities (short-term effect). In the long term, this could lead to increased adoption of precision agriculture practices, driving innovation in the agricultural sector. The domains affected include: * Technology: The development and launch of the crop scouting app demonstrate the potential for tech innovation to improve agricultural outcomes. * Agriculture: The app's design and functionality are tailored to address specific needs in crop management, highlighting the importance of interdisciplinary collaboration in addressing complex problems. * Education/Research: The involvement of agronomists in developing this tool suggests that expertise from academia and research institutions is being leveraged to drive innovation. Evidence type: Event report (launch announcement). Uncertainty: While it is unclear how widely adopted this app will be among consulting teams, its launch marks an important step towards integrating tech solutions into agricultural practices. Depending on user feedback and market reception, the impact of this development may unfold in various ways. ---

**RIPPLE COMMENT** According to Financial Post (established source, credibility tier: 100/100), Andersen Consulting has expanded its human capital offering through a Collaboration Agreement with Jakarta Consulting Group (JCG). This agreement enables Andersen to leverage JCG's expertise in organizational transformation, human capital strategy, and leadership development. **CAUSAL CHAIN** The direct cause of this event is the collaboration between Andersen Consulting and Jakarta Consulting Group. The effect on the forum topic, "Collaboration, Remix, and Creative Tools," is likely to be an increase in innovative approaches to business development through strategic partnerships. This could lead to a shift towards more collaborative and adaptive organizational structures, which may, in turn, influence the adoption of creative tools for business growth. In the short-term (next 6-12 months), we can expect to see Andersen Consulting incorporate JCG's expertise into their human capital offerings, potentially leading to new partnerships and projects that integrate creative tools for business development. In the long-term (1-3 years), this collaboration may contribute to a broader cultural shift towards more collaborative and adaptive organizational structures in the industry. **DOMAINS AFFECTED** * Business Development * Human Resources * Organizational Design **EVIDENCE TYPE** Official Announcement (Collaboration Agreement between Andersen Consulting and Jakarta Consulting Group) **UNCERTAINTY** This collaboration may not necessarily lead to a significant increase in the adoption of creative tools for business development, as it depends on various factors such as the success of their joint projects and the willingness of clients to adopt new approaches. Additionally, the impact of this collaboration on the industry's cultural shift towards more collaborative and adaptive organizational structures is uncertain and may take time to materialize. --- --- Source: [Financial Post](https://financialpost.com/pmn/business-wire-news-releases-pmn/andersen-consulting-expands-human-capital-offering-with-addition-of-jakarta-consulting-group) (established source, credibility: 100/100)

**RIPPLE COMMENT** According to BBC News (established source), a recent study has astonished scientists with evidence that cows may have far greater cognitive abilities than previously assumed, as they were observed using tools in a rare display of problem-solving skills. This unexpected discovery creates a ripple effect on the topic of collaboration and creative tools in art and media. The direct cause-effect relationship is that if cows possess higher cognitive abilities, it challenges our current understanding of animal intelligence and its potential applications in creative fields. Intermediate steps in this chain include reevaluating the boundaries between human and non-human cognition and exploring new avenues for interspecies collaboration. In the short term, this could lead to a reexamination of the role of animals in creative processes, potentially paving the way for innovative partnerships between humans and animals in art, music, or other media. However, this would depend on further research into the cognitive abilities of cows and their potential applications in creative industries. The domains affected by this news include Arts and Culture, specifically the intersection of technology and creativity, as well as Animal Welfare and Conservation, where a deeper understanding of animal cognition could inform more effective conservation strategies. **EVIDENCE TYPE**: Expert opinion (animal behaviorists and cognitive scientists) **UNCERTAINTY**: This discovery is still in its early stages, and further research is needed to fully understand the implications for creative collaboration. If cows are indeed capable of complex problem-solving, it would require a significant shift in our understanding of animal intelligence and its potential applications. --- --- Source: [BBC](https://www.bbc.com/news/articles/cj0n127y74go?at_medium=RSS&at_campaign=rss) (established source, credibility: 90/100)

**RIPPLE COMMENT** According to Financial Post (established source, credibility tier: 100/100), Andersen Consulting has entered into a Collaboration Agreement with iNNOVATEQ, a digital transformation firm specializing in the oil and gas industry. This collaboration is expected to strengthen Andersen's digital transformation offering. As a result of this agreement, we can anticipate an increase in the adoption of innovative technologies in various industries, including arts and culture. Specifically, this development may lead to the increased use of digital tools for creative purposes, such as remixing and collaborating on art projects. In the long term, this trend could have a positive impact on the forum topic by promoting the integration of technology into artistic processes, potentially leading to new forms of creative expression and innovative collaborations. The immediate effect will likely be seen in the increased availability of digital tools for artists and creatives, enabling them to explore new mediums and techniques. **DOMAINS AFFECTED** * Arts and Culture * Technology and Innovation **EVIDENCE TYPE** * Event report (Collaboration Agreement announcement) **UNCERTAINTY** This development may lead to an increase in the adoption of digital tools for creative purposes, but it is uncertain whether this will directly translate to a surge in innovative artistic expressions. The success of such collaborations depends on various factors, including the level of investment in digital infrastructure and the willingness of artists to adopt new technologies. --- Source: [Financial Post](https://financialpost.com/pmn/business-wire-news-releases-pmn/andersen-consulting-strengthens-digital-transformation-offering-with-innovateq) (established source, credibility: 100/100)

According to The Tyee (recognized source), three Lower Mainland art exhibits highlight collaborative large-scale projects emphasizing co-creation and interdisciplinary teamwork. These exhibitions showcase how artists, communities, and institutions partner to produce works that reflect collective cultural narratives. The direct cause-effect relationship lies in the exhibition’s demonstration of collaborative creative processes, which aligns with the forum topic’s focus on collaboration, remix, and digital tools. The immediate effect is the visibility of collaborative practices as a core aspect of contemporary art, potentially influencing perceptions of how digital transformation intersects with artistic co-creation. Intermediate steps may include increased public engagement with collaborative art, which could drive demand for digital platforms enabling remix culture. Long-term, this could shape policy frameworks supporting participatory art initiatives or funding for hybrid analog-digital creative tools. Domains affected include **Arts and Culture** (directly) and **Education** (indirectly, through curriculum integration of collaborative practices). Evidence type is **event report**. Uncertainties include whether these exhibitions will catalyze systemic changes in art funding or education policies, or if their impact remains localized. The causal chain depends on public and institutional adoption of collaborative models, which is not guaranteed. ---METADATA

According to the Vancouver Sun (recognized source), Dyson has introduced a new Supersonic Travel hair dryer that offers a compact and efficient solution for hair drying, thereby reducing the need for bad hair days and fried hair tools during vacations. This innovation could lead to increased confidence and creativity among travelers who previously struggled with hair maintenance during long journeys. **CAUSAL CHAIN**: 1. **Direct Cause**: Introduction of the Dyson Supersonic Travel hair dryer. 2. **Intermediate Steps**: Improved hair drying experience for travelers. 3. **Effects**: - Reduced stress and anxiety associated with bad hair days. - Increased confidence in travelers, leading to more spontaneous and creative activities. - Potential increase in the use of creative tools for travel planning and relaxation. 4. **Timing**: Immediate and short-term effects, with potential long-term benefits in terms of travel experiences and overall well-being. **DOMAINS AFFECTED**: - Arts and Culture: Travelers may use creative tools more often, leading to more artistic expressions in their travel experiences. - Lifestyle: Improved convenience and efficiency in daily activities during travel. **EVIDENCE TYPE**: - Official announcement from the company. **UNCERTAINTY**: - This could lead to increased use of creative tools for travel planning and relaxation, but the extent of this impact is uncertain. - The long-term effects on travel experiences and overall well-being may vary depending on individual preferences and experiences.

According to Saskatoon StarPhoenix (recognized source), five local art galleries in Saskatoon are hosting exhibitions in April focusing on themes such as "light in darkness," "natural life cycle," "creation," "connection," and "revitalization." These exhibitions highlight collaborative and thematic approaches to artistic expression, emphasizing interconnectedness and cyclical processes. The causal chain begins with the direct cause: the exhibitions’ thematic focus on collaboration and connection. This could lead to increased public engagement with artistic processes that inherently involve remixing and shared creative tools, aligning with the forum topic’s emphasis on digital transformation. Intermediate steps may include artists adopting digital platforms to co-create works or document exhibitions, which could then influence broader conversations about how technology reshapes artistic collaboration. Short-term effects might involve heightened local interest in creative tools, while long-term impacts could include policy shifts supporting digital arts infrastructure or funding for collaborative projects. Domains affected include arts and culture, education (through creative tool adoption), and possibly economic development via cultural tourism. The evidence type is an event report, as the article describes specific exhibitions rather than policy or research findings. Uncertainties include whether the exhibitions will directly translate to systemic changes in digital art practices or if their themes are primarily conceptual without practical implementation. Additionally, the extent to which local artists adopt digital tools remains speculative without further data.

**RIPPLE Comment** According to BBC News (established source), an article by their culture and media editor reports that Paramount has beaten Netflix to a major deal with Warner Bros, aligning Hollywood and MAGA figures in the process. This development creates a ripple effect on the digital transformation of art and media. The direct cause is the significant investment and collaboration between Paramount and Warner Bros, which will lead to an increased focus on developing innovative creative tools and platforms for content creation. This intermediate step will likely result in a surge in the adoption of new technologies and business models in the industry. The long-term effect of this deal will be felt across various domains, including: * The Digital Transformation of Art and Media (directly affected) * Economic Development (as the media industry grows and creates jobs) * Education and Training (as new skills are required for the evolving industry) Evidence Type: Event Report Uncertainty: While the deal is significant, its long-term impact on the creative tools and platforms available to artists and content creators remains uncertain. If this collaboration leads to a shift in market dominance, it could potentially create barriers to entry for smaller players or independent creators. **

According to Phys.org (emerging source), scientists in central China have unearthed complex stone tools from an Ice Age archaeological site, highlighting the creativity and intelligence of ancient humans. This discovery underscores the evolution of human cognitive abilities and tool-making skills over time. **Causal Chain**: 1. **Direct Cause**: The discovery of complex stone tools at an Ice Age site. 2. **Intermediate Steps**: Scientists' excavation and study of the tools, followed by their analysis and interpretation. 3. **Effect**: This finding reinforces the concept of human creativity and collaboration, which is a central theme in the forum topic about the digital transformation of art and media. **Domains Affected**: - Arts and Culture - Creativity - Cognitive Development **Evidence Type**: Research study **Uncertainty**: The study focuses on ancient tools, but the direct parallels to current digital tools and media are speculative.

**RIPPLE COMMENT** According to Vancouver Sun (recognized source), a Canadian newspaper with an 80/100 credibility tier, a collaboration between Supermarket Studio and Andrea Jae Studio has resulted in a new product line featuring custom stair runners and Bauhaus-inspired rugs. This news event creates a causal chain that affects the forum topic on "Collaboration, Remix, and Creative Tools" by demonstrating the success of inter-studio collaboration. The direct cause is the partnership between two studios, which leads to the creation of a new product line (effect). This outcome can be attributed to the intermediate step of shared creative vision and expertise exchanged between the collaborating parties. The timing of this effect is immediate, as the new product line has already been created and showcased in the article. In the short-term, this collaboration may encourage other studios to explore similar partnerships, potentially leading to an increase in innovative products and services. However, the long-term impact on the arts and culture sector will depend on how widely adopted these collaborative practices become. The domains affected by this news event include Arts and Culture, specifically the areas of Product Design, Interior Design, and Creative Industries. **EVIDENCE TYPE**: Event report **UNCERTAINTY**: This collaboration may not be representative of all potential partnerships between studios, and its success could depend on various factors such as studio size, expertise, and target market. If other studios adopt similar collaborative practices, it is uncertain whether they will achieve comparable results. ---

**COMMENT** According to the Montreal Gazette, LinearB, an engineering productivity platform, was named a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms. This recognition highlights the growing importance of developer productivity tools in the technology industry. The causal chain for this news event affecting the forum topic is as follows: 1. **Direct Cause → Effect Relationship**: LinearB's achievement in the Gartner Magic Quadrant indicates its leadership in developer productivity tools. 2. **Intermediate Steps**: The platform's recognition could inspire other organizations to invest in similar tools, which could lead to increased adoption of developer productivity solutions. 3. **Timing**: The news is immediate and could have short-term and long-term effects on the industry. This could lead to increased investment in developer productivity tools, which could in turn enhance collaboration and creativity among developers. This could have both immediate and long-term effects on the digital transformation of art and media, as these tools can support the creation and remixing of digital content more efficiently. **DOMAINS AFFECTED** - Digital Transformation - Technology - Developer Tools **EVIDENCE TYPE** Official announcement **UNCERTAINTY** - The impact on creativity and collaboration may vary depending on how organizations implement these tools. - The long-term effects on the digital transformation of art and media are uncertain but could be significant. --- **METADATA** { "causal_chains": ["LinearB's recognition in the Gartner Magic Quadrant → increased investment in developer productivity tools → enhanced collaboration and creativity among developers → potential impact on the digital transformation of art and media"], "domains_affected": ["Digital Transformation", "Technology", "Developer Tools"], "evidence_type": "Official announcement", "confidence_score": 85, "key_uncertainties": ["Impact on creativity and collaboration", "Long-term effects on digital transformation of art and media"] }

**RIPPLE Comment** According to Al Jazeera (recognized source), cross-verified by multiple sources, Iranian media shared footage from several cities showing demonstrators condemning the US-Israeli war (Al Jazeera, 2026). The demonstrations across Iran demonstrate collective action, highlighting the potential for collaboration and organization among individuals with differing opinions. The direct cause → effect relationship in this chain is as follows: Demonstrations across Iran → Showcase of collaborative efforts. This is an immediate effect, as it highlights the ability of people to come together and express their views collectively. The intermediate step involves the use of social media and communication tools to organize and coordinate the demonstrations, which is a key aspect of the forum topic. The domains affected by this event include Arts and Culture > The Digital Transformation of Art and Media, particularly in regards to Collaboration, Remix, and Creative Tools. This is because the demonstrations across Iran demonstrate the potential for collective action and collaboration, which can be applied to various forms of creative expression and artistic endeavors. **EVIDENCE TYPE**: Event report The uncertainty surrounding this event lies in its long-term implications on social movements and collective action. If the Iranian government responds positively to these demonstrations by allowing greater freedom of expression, it could lead to increased collaboration and creativity among artists and activists. However, if the government suppresses the protests, it may have a chilling effect on future collective actions.

According to the Financial Post (established source), LinearB, an engineering productivity platform, has been named a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms (DPIPs). This recognition highlights LinearB's ability to enhance developer productivity through collaboration, visibility, and creative tools. The news could lead to increased interest in digital transformation tools for creative industries, as similar platforms could be adapted for artistic collaboration and remixing. Depending on the specifics of the platform's features, it might inspire developers and creatives to explore new ways of working together, potentially influencing the broader adoption of digital tools in the arts and media sector. **Causal Chain:** 1. **LinearB named a Leader in Gartner Magic Quadrant** → 2. **Increased interest in developer productivity tools** → 3. **Potential for adaptation in creative industries** → 4. **Influence on digital tools for collaboration and remixing** → 5. **Broader adoption of digital tools in arts and media** **Domains Affected:** - Arts and Culture - Technology and Innovation - Collaboration and Creativity **Evidence Type:** - Official announcement by LinearB and Gartner **Uncertainties:** - The extent to which LinearB's features can be adapted for artistic collaboration. - The long-term impact on the adoption of digital tools in the arts and media. - The potential resistance from traditional creative methods. --- Source: [Financial Post](https://financialpost.com/pmn/business-wire-news-releases-pmn/linearb-named-a-leader-in-the-2026-gartner-magic-quadrant-for-developer-productivity-insight-platforms) (established source, credibility: 100/100)