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VentureBeat

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From cost center to competitive edge: The strategic value of custom AI Infrastructure

Custom AI infrastructure has become an asset and considered a strategic practice for better business strategy. AI infrastructure is significant to enterprises, and it is essential to invest in a vendor that is technologically capable of serving a reimagined enterprise operating world. Training and inference for particular AI workloads call for a groundbreaking custom AI infrastructure. Enterprises must invest in infrastructure that meets the demands of workloads 24/7. Amazon SageMaker is a managed AI infrastructure for customized solutions with open-source frameworks like TensorFlow and PyTorch. Open-source frameworks are critical for AI development, but custom infrastructure is required to handle the scale and complexity of modern AI workloads. Nvidia has taken the lead in AI infrastructure due to its GPU dominance; however, other competitors, including Intel and AMD, are looking to close the gap. Custom AI infrastructure is not just a cost center and, therefore, recognized as a strategic investment that provides a significant competitive edge for businesses.
To balance flexibility and cost-efficiency, some enterprises now realize that they need a hybrid approach of cloud and on-premises infrastructure. This is because the pay-as-you-go model of cloud computing can become very expensive for those running AI models 24/7. As agentic AI or Artificial General Intelligence (AGI) becomes a reality, it will bring fundamental changes in the game. The future of AI infrastructure will involve the emergence of industry-specific models like BloombergGPT for financial services, and this necessitates custom infrastructure. Indeed, custom AI infrastructure is more than a technological concern and is about close partnerships with vendors to optimize specific infrastructure for particular needs. The right infrastructure is vital in transforming AI from an experimental phase into a business driver.

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VentureBeat

PostgreSQL 17 accelerates open source database with replication and JSON tables

The PostgreSQL 17 database is generally available today, marking a new milestone in the decades-long history of the widely deployed open-source technology.
PostgreSQL 17 is an enterprise relational database that integrates more JSON document database capabilities.
The new update brings innovations to make the database easier to use and manage.
Every major cloud provider including AWS, Microsoft Azure and Google Cloud has managed PostgreSQL offerings and APIs.
The key improvements for database administrators are performance, scale and ease of development.
The new memory management system for vacuum in PostgreSQL 17 makes vacuum more efficient and performant.
PostgreSQL 17 features improvements for query planning that will further optimize performance, making query execution gains noticeable for queries with an ‘IN’ clause.
Incremental backups, logical replication and SQL: JSON functionality are among the key features that make life easier for enterprise database administrators in PostgreSQL 17.
PostgreSQL 17 supports JSON tables, allowing a database administrator to take a JSON document and turn it into a table that runs in PostgreSQL.
Developers see PostgreSQL 17 as bringing more database lifecycle management functionality into the core server itself, to make it easier on customers and more consistent.

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Medium

190

Image Credit: Medium

Top 10 Open Source Alternatives to OpenBB You Must Try

APIDog is a cost-effective and feature-rich alternative to Postman.
Migration from Postman to APIDog is simple and seamless.
APIDog offers a user-friendly GUI and Dark Mode for easy collaboration.
For tech leads looking to replace Postman, APIDog is a highly recommended option.

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Siliconangle

450

Image Credit: Siliconangle

Allen Institute for AI debuts new Molmo series of open-source multimodal models

The Allen Institute for AI has released Molmo, a family of open-source language models that can process text and images.
The Molmo model series comprises four neural networks with different parameters ranging from 1 billion to 72 billion.
Molmo models offer multimodal processing capabilities, including object recognition, counting objects, describing images, and explaining data in charts.
Molmo achieved competitive scores in benchmark tests and the smallest model is compact enough to run on mobile devices.

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Medium

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Top 10 Open Source Alternatives to Google Analytics You Need

APIDog is a good alternative to Postman Enterprise, it provides features similar to Postman paid version and is less expensive.
Matomo is an open-source analytics platform that emphasizes privacy and data storage on your server.
Plausible Analytics offers a privacy-friendly tracking tool that is easy to understand and use.
GoAccess is a real-time, web log analyzer that provides dashboards without requiring a database.
Open Web Analytics provides similar functionalities to Google Analytics and lets you track multiple sites from a single installation.
Fathom Analytics is a privacy-focused analytics alternative that is fast and lightweight.
Countly is an open-source mobile and web analytics solution that includes capabilities for push notifications and crash reporting.
Umami is a simple and privacy-focused web analytics platform that is easy to use.
Snowplow provides powerful event tracking and is suitable for large-scale online retailers.
Simple Analytics is a straightforward analytics tool that is easy to set up and use.
Open Source Analytics Toolkit is a collection of tools and components that make implementing analytics features easier.

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Medium

382

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Top 10 Open Source Alternatives to Datadog for Monitoring

APIDog is a low-cost alternative to Postman which provides all the features of the Postman paid version.
Prometheus is a scalable and reliable open-source monitoring toolkit with a flexible query language and an alerting service.
Grafana Loki is a log aggregation system that works well with Prometheus metrics and provides a seamless experience for accessing logs through its interface.
Zabbix is an enterprise-level open-source monitoring solution with comprehensive capabilities for monitoring applications, networks, servers, and services.
InfluxDB is a high-performance time-series database suitable for monitoring and handling high write and query loads.
The ELK Stack consists of Elasticsearch, Logstash, and Kibana, used for real-time ingestion, analysis, and visualization of data.
Nagios is a robust open-source monitoring solution that supports network services, systems, and infrastructure components.
OpenTelemetry is a set of tools and libraries designed for observability, allowing users to export and collect logs, traces, and metrics across various services.
Sensu is a modern monitoring system specifically made for dynamic environments like DevOps workflows and microservices.
Icinga is a powerful monitoring system, enhancing Nagios with modern features and functionalities.

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TechCrunch

186

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AI2’s Molmo shows open source can meet, and beat, closed multimodal models

AI2 released Molmo, a visual understanding engine, the multimodal AI model aims to match Google's best models while being open-source and free.
Molmo can identify and answer questions ranging from everyday situations to object identification.
Molmo performs on par with the likes of GPT-4o, Gemini 1.5 Pro and Claude-3.5 Sonnet, while being much smaller; at a tenth of their size, it approaches their level of capability with a model that’s a tenth of their models.
AI2 curated and annotated a set of 600,000 images only, compared to billions used in other models.
Molmo produces image descriptions that are conversational and useful, an interesting annotation method is used where people describe the images out loud.
Molmo's dataset and code are completely free and open-source, empowering developers to make AI-powered apps, services and experiences without seeking permission or paying tech giants.
AI giant players are themselves lowering their prices, raising hundreds of millions to cover the cost, while smaller players like AI2 successfully release free open-source models like Molmo.

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Marktechpost

332

Nvidia AI Releases Llama-3.1-Nemotron-51B: A New LLM that Enables Running 4x Larger Workloads on a Single GPU During Inference

Nvidia unveiled Llama-3.1-Nemotron-51B for the running of larger workloads on a single GPU during inference with high efficiency.
Llama-3.1-Nemotron-51B is the optimized version of Meta’s Llama-3.1-70B model.
Nvidia employs Neural Architecture Search techniques in the model.
Llama-3.1-Nemotron-51B delivers similar or better performance, computational complexity, and cost-effectiveness than its predecessor.
The model significantly reduces memory consumption whilst preserving model abilities.
Nvidia employs block-distillation and explore different combinations of attention and feed-forward networks for architecture optimization.
The newly released model is more accessible and cost-effective to smaller organizations with reduced costs.
Llama-3.1-Nemotron-51B also offers a foundation that can be adapted to various requirements.
The new model has far-reaching implications for the future of generative AI and LLMs.
Nvidia’s Llama-3.1-Nemotron-51B sets a new standard for cost-effectiveness and accessibility in the world of AI.

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19 Likes

Medium

273

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Top 10 Open Source Alternatives to Lemmy You Should Try

APIDog is a cost-effective alternative to Postman, offering all the features of the paid version at a fraction of the cost.
Mastodon, Discourse, Flarum, NodeBB, Tellme, Vanilla Forums, People’s Forum, MyBB, phpBB, and Elgg are open-source alternatives to Lemmy for community engagement and discussion.
APIDog provides a comprehensive and easy-to-use GUI with dark mode, making it a user-friendly choice for API testing and collaboration.
Tech leads looking for a better and cheaper alternative to Postman should consider APIDog for their development teams.

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16 Likes

Siliconangle

382

Image Credit: Siliconangle

Democratizing network security with AI and open-source collaboration

Network security company Corelight Inc. is committed to democratizing cybersecurity by focusing on network traffic and providing visibility for organizations.
Artificial intelligence (AI) can help integrate security as a function in the network, eliminating the difference between networking and security.
Corelight partnered with Google to strengthen network security and telemetry, leveraging Google's technologies and integrating network sensors into their service offerings.
Open-source communities and culture should be integrated into network security to foster collaboration and facilitate access to free tools and training.

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23 Likes

Medium

309

Image Credit: Medium

Top 10 Open Source Alternatives to NTFY for Notifications

APIDog is a cost-effective alternative to Postman, offering all the features of the paid version at a lower price.
It provides a user-friendly GUI and seamless migration from Postman.
Unicorn Notification Service, Mautic, Matomo, Rocket.Chat, Node-RED, Grafana, SignalK, Home Assistant, Zulip, and PyNotify are other open-source alternatives to NTFY for notifications.
These tools offer robust notification capabilities for different use cases, from simple desktop notifications to complex automated alerts.

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18 Likes

Dzone

341

Image Credit: Dzone

The Future Speaks: Real-Time AI Voice Agents With Ultra-Low Latency

OpenAI has developed real-time AI voice agents with ultra-low latency.
The technology behind this achievement is now open source.
OpenAI ensured immersive voices for ChatGPT through top talent casting and directing.
One voice option had to be shelved due to similarities to Scarlett Johansson.

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20 Likes

Siliconangle

Image Credit: Siliconangle

Open-source data orchestration platform Kestra raises $8M

Open-source data orchestration platform, Kestra, raises $8 million in seed funding.
The funding will drive the company’s expansion across North America and bridge the 'orchestration gap'.
Kestra provides a unified platform for engineers, combining APIs and simplified user interface controls.
The platform supports over 500 integrations and the funding will be used to enhance the ecosystem and expand the team.

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5 Likes

Medium

378

Image Credit: Medium

The Ultimate Guide to Choosing the Perfect 2FA Method: Secure Your Accounts Like a Pro

Two-Factor Authentication (2FA) adds an extra layer of security to accounts.
Different methods of 2FA include SMS codes, email codes, authentication apps, hardware tokens, and biometrics.
Consider your security needs and convenience when choosing a 2FA method.
VerifyVault is a recommended authenticator that offers security, encryption, offline access, and auto-backups.

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22 Likes

Medium

173

Image Credit: Medium

Top 10 Open Source Alternatives to Notion for Your Needs

APIDog is positioned as a cost-effective alternative to Postman Enterprise, offering all the features at a fraction of the cost.
APIDog provides a comprehensive and user-friendly GUI, making it easy for teams to transition from Postman.
Several open-source alternatives to Notion are listed, including Joplin, Turtl, Standard Notes, Trilium Notes, Nextcloud, Zettlr, Laverna, Obsidian, ProjectLibre, and Outline.
Choosing the right open-source alternative depends on specific requirements and can lead to enhanced productivity and digital literacy skills.

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