The Canadian real estate market has been the subject of much debate over the years, with many wondering whether the prices are sustainable or if it’s just a bubble waiting to burst. Recently, a discussion on Reddit has added to this conversation, with some claiming that Canada’s housing prices are artificially goosed by government policies and house-horny Canadians. One of the key arguments made in the discussion is that Canadians have less income, pay higher taxes, and will pay higher mortgage payments if interest rates go up, yet houses in Canada are 50-100% more expensive than the US. The text compares median household income in Canada and the US and points out that fixed 30-year mortgages are not available in Canada.

Apple’s Security and Privacy Motivations are Questioned In recent years, Apple has been touting their commitment to security and privacy as a key aspect of their products, but some are questioning the veracity of those claims. A recent post on a forum highlighted the fact that Apple’s restrictions on full-screen websites and progressive web applications (PWAs) are not motivated by security concerns, but rather by the company’s desire to promote their App Store and restrict competition.

The text above consists of various comments and pieces of advice from aquarium enthusiasts. While it may seem overwhelming at first glance, there are some important takeaways to consider when it comes to maintaining a healthy and happy aquarium. First and foremost, it is crucial to do your research and have a plan in place before starting an aquarium. Rushing into the hobby and making impulsive purchases can lead to problems down the line, potentially even putting the health of your fish at risk.

In today’s world where technology and data collection is becoming more ubiquitous, the argument that “you have nothing to hide” is a fallacy. This argument suggests that if you have nothing to hide, then you should not be concerned about surveillance or invasion of privacy. However, as evidenced by numerous instances of power abuse in places such as the NSA and the police, this argument is dangerous and misguided.

Are you a fish enthusiast looking for ways to maintain a healthy aquarium? Or, are you a novice looking for tips on how to care for your fish? Whatever the case may be, this text contains valuable information for anyone interested in keeping their fish happy and healthy. The author starts by discussing the use of a manual siphon to clean the aquarium without disturbing the sand. They suggest placing the intake above the surface of the sand to minimize the amount of sand collected. They also advise kinking the hose to allow the sand to drop back down into the tank if the siphon picks it up. Another solution is to add a bucket or bag under the Python output to collect the sand.

Google’s Failure to Monetize AI Google has been grappling with a conundrum over how to turn their Artificial Intelligence (AI) research into commercially viable products. In the opinion of many insiders, Google missed an opportunity to cash in on the immense potential of AI technology because the product development team did not understand the underlying technology or how to commercialize it. As a result, Google allowed the DeepMind team, without any product launches to their credit, to take over the AI project, doubling down on their failed strategy.

Investing can be a complex and confusing process, especially for those just starting out. This is evident in a recent exchange between two individuals discussing their experience with investing through a bank. The first individual expresses concern about their investment returns, questioning whether they may have been taken advantage of or whether they have the knowledge to manage their investments themselves. The response highlights the fact that investment returns are often based on averages over a period of time and that some years may see lower returns. The advice given is that for those uncomfortable with their investment situation, they should consider transferring their investments to a financial institution that suits their needs.

StabilityAI, a company that specializes in language modelling, has recently released a new open-source model called stablelm-base-alpha-3b. However, there are concerns over the lack of benchmark results and performance evaluations of the model. The company has focused on marketing the model as transparent, accessible, and supportive, rather than on its actual performance. The StableLM model has been benchmarked against other open-source models using the MMLU benchmark, and the results were found to be underwhelming. Unfortunately, the company has not released any information about the benchmarks or details of the model. The fine-tuned model also does not seem to be working very well, and there are doubts about whether the license restrictions on training data affect the model itself.

The Toronto housing market has been a hot topic of discussion for years now, with prices skyrocketing to staggering heights that are not sustainable in the long run. A recent post on the Toronto Real Estate subreddit highlights this issue, as a user expresses concern over the detachment of housing prices from the economy and local salaries. The post also notes Toronto’s deteriorating healthcare, education, infrastructure maintenance, and public safety, which will only be further impacted by unsustainable population growth.

New tax law wreaks havoc on small tech businesses, demonstrating dysfunction in US Senate Small software development companies across the United States are facing an existential threat due to a recent change in tax law. Previously, these companies could deduct the salaries of their software developers from their revenue, effectively paying no taxes on their income. However, a new law has changed the game, now making it mandatory for these companies to amortize (spread out over five years) R&D salaries, which significantly increases their taxable income. For many of them, this means an insurmountable tax bill that could force them out of business.