Skip to main content

Trends – Artificial Intelligence | BOND

·415 words·2 mins
Articoli AI
Articoli Interessanti - This article is part of a series.
Part : Everything as Code: How We Manage Our Company In One Monorepo At Kasava, we've embraced the concept of "everything as code" to streamline our operations and ensure consistency across our projects. This approach allows us to manage our entire company within a single monorepo, providing a unified source of truth for all our configurations, infrastructure, and applications. **Why a Monorepo?** A monorepo offers several advantages: 1. **Unified Configuration**: All our settings, from development environments to production, are stored in one place. This makes it easier to maintain consistency and reduces the risk of configuration drift. 2. **Simplified Dependency Management**: With all our code in one repository, managing dependencies becomes more straightforward. We can easily track which versions of libraries and tools are being used across different projects. 3. **Enhanced Collaboration**: A single repository fosters better collaboration among team members. Everyone has access to the same codebase, making it easier to share knowledge and work together on projects. 4. **Consistent Build and Deployment Processes**: By standardizing our build and deployment processes, we ensure that all our applications follow the same best practices. This leads to more reliable and predictable deployments. **Our Monorepo Structure** Our monorepo is organized into several key directories: - **/config**: Contains all configuration files for various environments, including development, staging, and production. - **/infrastructure**: Houses the infrastructure as code (IaC) scripts for provisioning and managing our cloud resources. - **/apps**: Includes all our applications, both internal tools and customer-facing products. - **/lib**: Stores reusable libraries and modules that can be shared across different projects. - **/scripts**: Contains utility scripts for automating various tasks, such as data migrations and backups. **Tools and Technologies** To manage our monorepo effectively, we use a combination of tools and technologies: - **Version Control**: Git is our primary version control system, and we use GitHub for hosting our repositories. - **Continuous Integration/Continuous Deployment (CI/CD)**: We employ Jenkins for automating our build, test, and deployment processes. - **Infrastructure as Code (IaC)**: Terraform is our tool of choice for managing cloud infrastructure. - **Configuration Management**: Ansible is used for configuring and managing our servers and applications. - **Monitoring and Logging**: We use Prometheus and Grafana for monitoring,
Part : This Article
Featured image
#### Source

Type: Web Article Original link: https://www.bondcap.com/report/tai/#pid=10 Publication date: 2025-09-06


Summary
#

WHAT – A BOND Capital report analyzing current and future trends in artificial intelligence, published in May 2025.

WHY – Relevant for understanding strategic directions and emerging innovations in the AI sector, allowing for anticipation of market trends and opportunities.

WHO – BOND Capital, a venture capital firm specializing in investments in emerging technologies, including AI.

WHERE – Positioned in the market analysis and technology forecasting market, aimed at investors and technology companies.

WHEN – Published in May 2025, reflecting current trends and future projections, indicating a rapidly evolving market.


Insights from the Report
#

  • Unprecedented adoption: ChatGPT reached 800 million weekly active users in just 17 months, an 8x growth compared to launch. For comparison, the Internet took over 20 years to achieve similar global penetration.

  • Speed of diffusion: ChatGPT reached 365 billion annual queries in two years, a milestone that took Google Search eleven years.

  • Technological CapEx: The “Big Six” US tech companies (Apple, NVIDIA, Microsoft, Alphabet, Amazon, Meta) spent $212 billion in AI CapEx in 2024, a 63% increase compared to 2014.

  • Developer ecosystem: Over 7 million developers are building on Gemini (Google), a 5x increase in one year, while the NVIDIA ecosystem has surpassed 6 million developers.

  • Work and employment: AI-related IT job postings in the USA have increased by +448% since 2018, while non-AI postings have decreased by 9%.

  • Performance and cost convergence: Although training costs are increasing (compute-intensive), the cost of inference per token is rapidly decreasing, favoring adoption by developers and businesses.

  • Geopolitics and competition: The AI race is now also a matter of geopolitical leadership, with the USA and China at the forefront. As observed by Andrew Bosworth (Meta), it is a true “technological space race.”


Business Impact
#

  • Opportunities: new investment areas (AI in pharma, energy, education), reduction of R&D cycles by up to 80% in certain biotechnology sectors.
  • Risks: dependence on proprietary infrastructures, competitive pressure from open-source and the rise of China.
  • Strategy: companies and governments must consider AI as critical infrastructure, on par with electricity and the internet.

Resources
#


Article recommended and selected by the Human Technology eXcellence team, processed through artificial intelligence (LLM HTX-EU-Mistral3.1Small) on 2025-09-06 10:47 Original source: https://www.bondcap.com/report/tai/#pid=10


Related Articles #

Articoli Interessanti - This article is part of a series.
Part : Everything as Code: How We Manage Our Company In One Monorepo At Kasava, we've embraced the concept of "everything as code" to streamline our operations and ensure consistency across our projects. This approach allows us to manage our entire company within a single monorepo, providing a unified source of truth for all our configurations, infrastructure, and applications. **Why a Monorepo?** A monorepo offers several advantages: 1. **Unified Configuration**: All our settings, from development environments to production, are stored in one place. This makes it easier to maintain consistency and reduces the risk of configuration drift. 2. **Simplified Dependency Management**: With all our code in one repository, managing dependencies becomes more straightforward. We can easily track which versions of libraries and tools are being used across different projects. 3. **Enhanced Collaboration**: A single repository fosters better collaboration among team members. Everyone has access to the same codebase, making it easier to share knowledge and work together on projects. 4. **Consistent Build and Deployment Processes**: By standardizing our build and deployment processes, we ensure that all our applications follow the same best practices. This leads to more reliable and predictable deployments. **Our Monorepo Structure** Our monorepo is organized into several key directories: - **/config**: Contains all configuration files for various environments, including development, staging, and production. - **/infrastructure**: Houses the infrastructure as code (IaC) scripts for provisioning and managing our cloud resources. - **/apps**: Includes all our applications, both internal tools and customer-facing products. - **/lib**: Stores reusable libraries and modules that can be shared across different projects. - **/scripts**: Contains utility scripts for automating various tasks, such as data migrations and backups. **Tools and Technologies** To manage our monorepo effectively, we use a combination of tools and technologies: - **Version Control**: Git is our primary version control system, and we use GitHub for hosting our repositories. - **Continuous Integration/Continuous Deployment (CI/CD)**: We employ Jenkins for automating our build, test, and deployment processes. - **Infrastructure as Code (IaC)**: Terraform is our tool of choice for managing cloud infrastructure. - **Configuration Management**: Ansible is used for configuring and managing our servers and applications. - **Monitoring and Logging**: We use Prometheus and Grafana for monitoring,
Part : This Article