Machine Learning for Quality Assurance: Automating Content Moderation, Spam Detection, and Fraud Prevention

29 Best Online Business Ideas for 2025

By listing products through third parties like Shopify, you can sell goods without ever having to touch the inventory yourself, although, of course, you must pay the third-party commission. Paycor is a great solution for businesses looking to simplify HR and payroll, as well as access robust data and analytics tools. Lightspeed's POS system is designed for retail businesses, restaurants and golf courses.

Best AI Writing Tools 2025

Demographic bias gaps are closing in face recognition, but how training images are sourced is becoming the field’s biggest privacy fight. Check out the articles below to get insights from distinguished AI experts. The rapid advancement of generative AI also raises significant ethical, operational, and strategic questions.

Inside ChatGPT: How AI chatbots work

OpenAI treats free ChatGPT users as if they're in the cheap seats. If traffic is high or the servers are busy, the free version of ChatGPT will only make GPT-3.5 available to free users. The tool will only allow you a certain number of queries before it downgrades or shuts you off. Yes, Microsoft has many paid programs for Copilot, but if you want to give it the AI spin, point yourself to Copilot and use it.

13 Best SEO Blogs to Help You Get to the Top of SERPs

Not only do they grab the reader’s attention, but they’re also crucial for search engines to understand the subject of your new blog post. Effective SEO writing begins with comprehensive keyword research. This step helps to identify high-traffic keywords and other relevant keywords related to your niche. For this, utilize keyword research tools like Google Keyword Planner, Ahrefs, or Semrush. Writing SEO-friendly content is more than just including the primary keyword in a meta description. Aim to create engaging and helpful content that solves the reader’s problem.

25 Ways to Make Money Online in 2025 updated

Enhance your visibility by creating a personal website where you can upload samples of your narration. You can also network by joining audiobook narration groups on social media and attending industry events. This will help you connect with authors and publishers looking for narrators. Once you purchase a domain, list it for sale on GoDaddy’s Domain Auction. You can look through the domains with the highest bids to see what type of domains sell well.

12 Creative Side Hustles and How AI Can Help You Start Them

For example, you could consider babysitting, dog walking, junk hauling, or party entertaining. In this side hustle, you will use your voice to bring stories and other writing to life in audiobooks. Depending on the type of audiobooks you create, you may use different voices for various characters or incorporate voice acting to add suspense, gravitas, humor, or other emotions.

How do you start a side hustle?

These tasks are perfectly suited for fitting into spare time and are ideal side hustles for those who enjoy outdoor work. There are countless companies and market researchers that want to know what people think of their products and services. Filling out surveys won’t pay your bills, but it can pad your pocket with extra money for the weekend. If you're creative and have something original to offer, selling NFTs can be a great way to make extra money as a side gig. All you need to do is create your artwork, music, or other items and upload them to a marketplace like OpenSea or Rarible. The best side hustle for you depends on your unique skills, resources and goals.

36 Passive Income Ideas To Make Money in 2025

Also, consider the wear and tear that your bike or car may experience when deciding to rent it to others. You don’t have to drive Uber to make a profit from your car. You can rent it to others in need of a set of wheels using sites like Turo or Getaround—or if it’s your bike that’s gathering dust, you can lease it out on platforms like Spinlister.

Rent out what you already own

Companies pay cash dividends on a quarterly basis out of their profits, and all you need to do is own the stock. Dividends are paid per share of stock, so the more Learn more shares you own, the higher your payout. In practice, you may do some or all of the work upfront, but passive income often involves some additional labor along the way, too. You may have to keep your product updated or your rental property well-maintained in order to keep the passive dollars flowing.

Unwrapping the benefits of AI for marketing

The rise of social media and online shopping have created a pseudo social relationship between purchasers and their favorite brands. From data analysis to creative content generation, businesses will be able to use data-driven decision-making to personalize marketing campaigns. It has even had a significant role in the marketing industry for many years (e.g., predictive analytics used in many advertising platforms). But what has recently caught storm is the use of generative AI in the creation of many marketing creatives. Largely because the technologies are more accessible and easier to use than ever before. I feel the industry is at the cusp of a major inflection point, and you better learn what is going on in this space, or you may be left behind.

The State of Artificial Intelligence in 2025

Marketing leaders know they should change how they deliver growth and help the business—and AI is a big part of the answer. In PwC’s October 2024 Pulse Survey, 93% of the CMOs responding shared that positioning marketing as a growth driver at their company is a challenge. Additionally, 78% agreed that their current business model needs to change fundamentally, and the same proportion said they’ll use GenAI to make changes to their business model.

Affiliate Marketing: Predictions And Strategies For Success

Its email marketing tools simplify the process of planning, sending, and managing email campaigns. Affiliate marketing is a marketing model in which third-party publishers promote a merchant’s goods or services and receive a percentage of the sales or web traffic it generated. It is typically considered a crucial part of modern digital marketing.

Identify Affiliate Sites

If you have a knack for content marketing, pleasing platform algorithms, and reaching a large number of users, affiliate marketing could be a relevant business model. Another limitation of affiliate marketing is the commission-based marketing and revenue model, which means that affiliates will earn only a fraction of each sale. Affiliate marketing has the possibility to provide a passive income stream when you create compelling content and put in the time and effort to grow your audience.

Machine learning: a primer

We introduce our performance metrics for SAXS data, which comprise mean, standard deviation, amplitude, and orientation (direct angle) differences represented as Δμ, Δσ, ΔA, and Δα, respectively. We obtained the performance shown in the following table (Table 1), where the “1 s SAXS” column refers to the reference (clean) dataset with an exposure time of 1 s. The “0.3 s SAXS” column refers to the original noisy data with an exposure time of 0.3 s. We highlight the best-performing results in red, with the second place marked in blue. Therefore, it is unlikely to find universal metrics to evaluate denoising performance. However, since physically each hkl diffraction ring is independent from each other, we can study performance by inspecting the rings separately.

A calibration test for evaluating set-based epistemic uncertainty representations

We use 2019 as our test period, and, following the protocol in ref. 2, we initialize ML models using ERA5 at 06 UTC and 18 UTC, as these benefit from only 3 h of look-ahead (with the exception of sea surface temperature, which in ERA5 is updated once per 24 h). This ensures ML models are not afforded an unfair advantage by initializing from states with longer look-ahead windows. Researchers at MIT have found that generative AI “not only repeats the same irrational tendencies of humans during the decision making process but also lacks some of the positive traits that humans do possess,” reports Tamsin Gable for Forbes. “This led the researchers to suggest that AI cannot replace many tasks and that human expertise remains important,” adds Gable. Given a set of observed points, or input–output examples, the distribution of the (unobserved) output of a new point as function of its input data can be directly computed by looking like the observed points and the covariances between those points and the new, unobserved point. Consider starting your own machine-learning project to gain deeper insight into the field.

Best Business Websites: 17 Sites You Should Be Reading Regularly

TruthFinder then presents the subscription options, requiring payment to access the full report. TruthFinder uses scare tactics and dark messaging during the report building process. When you run the search, the platform shows dramatic loading bars and warnings like, "Reports may contain graphic images," even if the report doesn’t include anything alarming. We can expect these to continue to be hot topics of debate during the coming year.