NEWS
Rocket.Chat raises $19M for its open-source approach to integrated enterprise messaging
Chat platforms like Slack have been game-changers when it comes to what business users want and expect out of their work communications. Today, a company that’s aiming to move the goalpost again with an integrated, open-source alternative is announcing some funding to fuel its growth.
Rocket.Chat, a startup and open-source-based platform of the same name used by banks, the U.S. Navy, NGOs and other organizations big and small to set up and run any variety of secure virtual communications services from one place — they can include not just team chat, but also customer service, collaboration platforms covering your staff and outside partners, school classrooms, conferences and more — has raised $19 million.
The company plans to use the funding both to continue adding more customers, but also expanding the platform’s functionality, including more security features, a way to use the service over federated blockchain architecture, apps for marketplaces, options for bots, and more social media and omnichannel customer service integrations, and potentially facilities for virtual events.
As more business interactions have gone virtual, it has essentially opened the door for companies like Rocket.Chat building virtual communications platforms to build in an increasing number of features into what it does.
The Series A round of funding was led by Valor Capital Group, with Greycroft, Monashees and NEA giving strong backing and e.ventures, Graphene Ventures, ONEVC and DGF also participating. The Porto Alegre, Brazil-based startup (which is incorporated in Delaware) has now raised $27 million to date.
“We’ve known Gabriel and Rocket.Chat for several years now and have been very impressed by their open-source platform, which allows any organization to securely manage its own chat tool with customized look-and-feel,” said Antoine Colaço, Partner at Valor Capital Group, in a statement. “They have proven the value of their platform through an international customer base, which includes some of the largest global corporations and government agencies as clients. We’re excited for the company to continue its strong customer and developer growth around the world after this round.”
Rocket.Chat is not disclosing its valuation with this round, but it indeed comes on the back of some significant growth in the last year. The startup now has 16 million registered users across 150 countries, with eight million of them monthly active users. Of that 16 million, 11.3 million users registered for the service in the past six months. It’s currently installed on some 845,000 servers, the company said, and has over 1,500 developers building on its platform.
Rocket.Chat’s funding and expanding business comes as part of a bigger focus overall for open-source platforms.
The promise of open source in the world of enterprise IT has been that it provides a platform to customise a service to fit with how the organization in question wants to use it, while at the same time providing tools to make sure it is robust enough in terms of security, extensibility and more for use in a business environment.
Over the years, it has become a big business opportunity, in line with organizations getting more sophisticated in terms of what they expect and need out of their IT services, where off-the-shelf apps may not always fit the bill.
Rocket.Chat positions itself as something of an all-in-one superstore for any and all communications needs, with organizations putting their own services together in whatever way works for their purposes.
It can either be hosted and managed by customers themselves, or used as a cloud-based SaaS, with its pricing ranging between free (for minimal, self-hosted services) to $4 per user per month, or higher, depending on which services customers want to have, whether its hosted and how much the platform is being used each month.
Image Credits: Rocket.Chat
As you can see in the mock-up here, its basic platform looks a little like Slack. But if you are using it for omnichannel communications for customer service, for example, you can build a platform within Rocket.Chat where you incorporate communications from any other platforms that might be used to communicate with customers.
Its work collaboration platform starts with Rocket.Chat’s basic chat interface, but also allows you to integrate alerts and links to other apps that you regularly use, as well as video calls and more. These and other functions built on Rocket.Chat can then be made to interact with each other — for example handing tickets off in customer service to internal tech support teams — or separately.
The idea is that by providing a version that can be hosted and managed by organizations themselves, it gives them more privacy and control over their electronic messaging.
Its thousands of customers reflect an interesting mix of the kinds of organizations that are looking for solutions that do just that.
Gabriel Engel, the CEO and founder, tells me the list includes several military and public sector organizations including the U.S. Navy, financial services companies like Credit Suisse, as well as the likes of Cornell,UC Irvine, Bielefeld University and other educational institutions, the Deutsche Bahn transport network and a number of private companies. Former customers have also included Citibank and Arizona State.
That flexibility does not always play to Rocket.Chat’s advantage, however. Controversially, it seems that the list also includes the other end of the spectrum of organizations that want to keep their messages limited to a very specific audience: Islamic State it turns out also hosts and runs a Rocket.Chat to disseminate messages.
Engel says that while this is not something that the company supports, and that it works with authorities to shut down users like these as much as it can, it’s a consequence of how the service was built:
“We are not able to track usage if they are running Rocket.Chat servers of their own,” he said. “There’s a reason why the U.S. Navy uses Rocket.Chat. And that’s because we cannot track and know what they’re doing. It’s isolated from any external influence, for better or worse.” He added that the company has policies so that if an illicit organization is using its SaaS version, these get taken down in cooperation with authorities. “But just as with Linux, if you download and run Rocket.Chat on your own computer, then obviously it’s out of our reach.”
Hearing about how a platform built with privacy by design can be abused, with seemingly little to be done about it, does seem to offset some of the benefits. The ethics of that predicament, and whether technology can ever solve it, or whether it will be up to government authorities to address, will continue to be a question not just for Rocket.Chat but for all of us.
In the meantime, investors are interested because of the alternative it provides to those groups that need it.
“In today’s environment, organizations must have a secure communication platform to engage teams internally, communicate with customers and partners externally, and connect with safe interest-based communities,” said Dylan Pearce, partner at Greycroft, in a statement. “Rocket.Chat’s world-class management team and open-source community lead the industry in innovation and provide a communications platform capable of serving every person on the planet.”
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NEWS
OpenAI Introduces Fine-Tuning for GPT-4 and Enabling Customized AI Models
OpenAI has today announced the release of fine-tuning capabilities for its flagship GPT-4 large language model, marking a significant milestone in the AI landscape. This new functionality empowers developers to create tailored versions of GPT-4 to suit specialized use cases, enhancing the model’s utility across various industries.
Fine-tuning has long been a desired feature for developers who require more control over AI behavior, and with this update, OpenAI delivers on that demand. The ability to fine-tune GPT-4 allows businesses and developers to refine the model’s responses to better align with specific requirements, whether for customer service, content generation, technical support, or other unique applications.
Why Fine-Tuning Matters
GPT-4 is a very flexible model that can handle many different tasks. However, some businesses and developers need more specialized AI that matches their specific language, style, and needs. Fine-tuning helps with this by letting them adjust GPT-4 using custom data. For example, companies can train a fine-tuned model to keep a consistent brand tone or focus on industry-specific language.
Fine-tuning also offers improvements in areas like response accuracy and context comprehension. For use cases where nuanced understanding or specialized knowledge is crucial, this can be a game-changer. Models can be taught to better grasp intricate details, improving their effectiveness in sectors such as legal analysis, medical advice, or technical writing.
Key Features of GPT-4 Fine-Tuning
The fine-tuning process leverages OpenAI’s established tools, but now it is optimized for GPT-4’s advanced architecture. Notable features include:
- Enhanced Customization: Developers can precisely influence the model’s behavior and knowledge base.
- Consistency in Output: Fine-tuned models can be made to maintain consistent formatting, tone, or responses, essential for professional applications.
- Higher Efficiency: Compared to training models from scratch, fine-tuning GPT-4 allows organizations to deploy sophisticated AI with reduced time and computational cost.
Additionally, OpenAI has emphasized ease of use with this feature. The fine-tuning workflow is designed to be accessible even to teams with limited AI experience, reducing barriers to customization. For more advanced users, OpenAI provides granular control options to achieve highly specialized outputs.
Implications for the Future
The launch of fine-tuning capabilities for GPT-4 signals a broader shift toward more user-centric AI development. As businesses increasingly adopt AI, the demand for models that can cater to specific business needs, without compromising on performance, will continue to grow. OpenAI’s move positions GPT-4 as a flexible and adaptable tool that can be refined to deliver optimal value in any given scenario.
By offering fine-tuning, OpenAI not only enhances GPT-4’s appeal but also reinforces the model’s role as a leading AI solution across diverse sectors. From startups seeking to automate niche tasks to large enterprises looking to scale intelligent systems, GPT-4’s fine-tuning capability provides a powerful resource for driving innovation.
OpenAI announced that fine-tuning GPT-4o will cost $25 for every million tokens used during training. After the model is set up, it will cost $3.75 per million input tokens and $15 per million output tokens. To help developers get started, OpenAI is offering 1 million free training tokens per day for GPT-4o and 2 million free tokens per day for GPT-4o mini until September 23. This makes it easier for developers to try out the fine-tuning service.
As AI continues to evolve, OpenAI’s focus on customization and adaptability with GPT-4 represents a critical step in making advanced AI accessible, scalable, and more aligned with real-world applications. This new capability is expected to accelerate the adoption of AI across industries, creating a new wave of AI-driven solutions tailored to specific challenges and opportunities.
This Week in Search News: Simple and Easy-to-Read Update
Here’s what happened in the world of Google and search engines this week:
1. Google’s June 2024 Spam Update
Google finished rolling out its June 2024 spam update over a period of seven days. This update aims to reduce spammy content in search results.
2. Changes to Google Search Interface
Google has removed the continuous scroll feature for search results. Instead, it’s back to the old system of pages.
3. New Features and Tests
- Link Cards: Google is testing link cards at the top of AI-generated overviews.
- Health Overviews: There are more AI-generated health overviews showing up in search results.
- Local Panels: Google is testing AI overviews in local information panels.
4. Search Rankings and Quality
- Improving Rankings: Google said it can improve its search ranking system but will only do so on a large scale.
- Measuring Quality: Google’s Elizabeth Tucker shared how they measure search quality.
5. Advice for Content Creators
- Brand Names in Reviews: Google advises not to avoid mentioning brand names in review content.
- Fixing 404 Pages: Google explained when it’s important to fix 404 error pages.
6. New Search Features in Google Chrome
Google Chrome for mobile devices has added several new search features to enhance user experience.
7. New Tests and Features in Google Search
- Credit Card Widget: Google is testing a new widget for credit card information in search results.
- Sliding Search Results: When making a new search query, the results might slide to the right.
8. Bing’s New Feature
Bing is now using AI to write “People Also Ask” questions in search results.
9. Local Search Ranking Factors
Menu items and popular times might be factors that influence local search rankings on Google.
10. Google Ads Updates
- Query Matching and Brand Controls: Google Ads updated its query matching and brand controls, and advertisers are happy with these changes.
- Lead Credits: Google will automate lead credits for Local Service Ads. Google says this is a good change, but some advertisers are worried.
- tROAS Insights Box: Google Ads is testing a new insights box for tROAS (Target Return on Ad Spend) in Performance Max and Standard Shopping campaigns.
- WordPress Tag Code: There is a new conversion code for Google Ads on WordPress sites.
These updates highlight how Google and other search engines are continuously evolving to improve user experience and provide better advertising tools.
Facebook Faces Yet Another Outage: Platform Encounters Technical Issues Again
Uppdated: It seems that today’s issues with Facebook haven’t affected as many users as the last time. A smaller group of people appears to be impacted this time around, which is a relief compared to the larger incident before. Nevertheless, it’s still frustrating for those affected, and hopefully, the issues will be resolved soon by the Facebook team.
Facebook had another problem today (March 20, 2024). According to Downdetector, a website that shows when other websites are not working, many people had trouble using Facebook.
This isn’t the first time Facebook has had issues. Just a little while ago, there was another problem that stopped people from using the site. Today, when people tried to use Facebook, it didn’t work like it should. People couldn’t see their friends’ posts, and sometimes the website wouldn’t even load.
Downdetector, which watches out for problems on websites, showed that lots of people were having trouble with Facebook. People from all over the world said they couldn’t use the site, and they were not happy about it.
When websites like Facebook have problems, it affects a lot of people. It’s not just about not being able to see posts or chat with friends. It can also impact businesses that use Facebook to reach customers.
Since Facebook owns Messenger and Instagram, the problems with Facebook also meant that people had trouble using these apps. It made the situation even more frustrating for many users, who rely on these apps to stay connected with others.
During this recent problem, one thing is obvious: the internet is always changing, and even big websites like Facebook can have problems. While people wait for Facebook to fix the issue, it shows us how easily things online can go wrong. It’s a good reminder that we should have backup plans for staying connected online, just in case something like this happens again.
