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Lorna Mitchell is head of Developer Relations at Aiven , a software company that combines the best opensource technologies with cloud infrastructure. I have worked remotely in technology for over a decade, and I’ll share my tips for how fast-paced technical startups can take good care of their software development talent.
Data Scientist Cathy O’Neil has recently written an entire book filled with examples of poor interpretability as a dire warning of the potential social carnage from misunderstood models—e.g., There is also a trade off in balancing a model’s interpretability and its performance.
But while letter writing is a useful service, the team’s efforts have been focused on developing and testing the suite of digital products they hope to offer across the country starting next year. “We maybe had 8,000 users when we spoke to you, and a few months later we launched our mobile app.
Apache Kafka is an open-source, distributed streaming platform for messaging, storing, processing, and integrating large data volumes in real time. Plus the name sounded cool for an open-source project.”. We say ‘xerox’ speaking of any photocopy, whether or not it was created by a machine from the Xerox corporation.
Even in developed nations, people on mobile devices see spotty coverage, flaky wifi connections, and coverage interruptions (like train tunnels or country roads). In early 2013, less than 14% of all web traffic came from mobile devices; today, that number has grown to 53%. UX and performance have issues in practice. My sister loves dogs.
To help us understand technological health, we asked several CTOs in the Asia-Pacific (APAC) region what their companies are doing to prevent security incidents, how they use opensource software, how they use technology strategically, and how they retain employees in a challenging job market. Being Proactive About Security.
What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. ” I, thankfully, learned this early in my career, at a time when I could still refer to myself as a software developer. .”
It started off as an honest problem with a brilliant solution. As the ways we use the web continue to grow and evolve, we, as its well-intentioned makers and stewards, needed something better than making simple collections of pages over and over again. In order to achieve what they promise, they should be adaptable, flexible, and scalable.
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It usually starts with the opening of a firehose that continuously broadcasts tons of events before they start mining it to create music out of simply noise. Cloud is one of the key drivers for innovation. Innovative companies experiment with data to come up with something useful. But cloud alone doesn’t solve all the problems.
I am fortunate enough to spend a lot of time looking at various online products and services in the development stage, mostly of the Web 2.0 variety, meaning they use one or more of the principles in the Web 2.0 set of practices. However, most of the success of an online product, Web 2.0
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Uber has recently opened a robotics center in Pittsburgh and joins Google in working to create a practical driverless car. Because these companies are creating a new end-to-end experience, they rarely leverage existing capabilities aimed at serving their market; they develop a “full stack” of new capabilities. More cognitive load.
It seems pretty straightforward: well, you just heat up milk or boil water, dump those flakes in the bowl, and add fruits, berries, honey, or other yummies you like. And now, try to think about each step: is there any way you can make it faster? Say, how many extra moves are you making because the ingredients are located in different areas?
In the opening keynote, “Black Hat at 25: Where Do We Go from Here?,” Chris Krebs addressed thorny questions facing the cybersecurity industry and community: Why are things so bad right now? Topics that are top of mind for the week ending Aug. Here’s what caught our attention at the event. A look back and a look ahead.
In the opening keynote, “Black Hat at 25: Where Do We Go from Here?,” Chris Krebs addressed thorny questions facing the cybersecurity industry and community: Why are things so bad right now? Topics that are top of mind for the week ending Aug. Here’s what caught our attention at the event. A look back and a look ahead.
They understand they need a way to embed security into the standard developer workflows and cluster deployments, but creating continuous and secure GitOps is — in a word — hard. For starters, Kubernetes is usually managed by developers. That usually means developers forgo security features to move faster. Easier said than done.
I am fortunate enough to spend a lot of time looking at various online products and services in the development stage, mostly of the Web 2.0 variety, meaning they use one or more of the principles in the Web 2.0 set of practices. However, most of the success of an online product, Web 2.0
When building complex applications, developmentteams often employ a microservice architecture pattern to achieve a maintainable, testable, and loosely coupled service structure. Call the module into your source code. What is Log4j? This helps explore how a particular request is handled to aid application analysis or debugging.
I am fortunate enough to spend a lot of time looking at various online products and services in the development stage, mostly of the Web 2.0 variety, meaning they use one or more of the principles in the Web 2.0 set of practices. However, most of the success of an online product, Web 2.0
I am fortunate enough to spend a lot of time looking at various online products and services in the development stage, mostly of the Web 2.0 If there’s one thing that the Web has taught us it’s that the network gets smarter by virtue of people using it and product development is no exception. set of practices.
Google has finally fixed its AI recommendation to use non-toxic glue as a solution to cheese sliding off pizza. The company that invented the very idea of gen AI is having trouble teaching its chatbot it shouldn’t treat satirical Onion articles and Reddit trolls as sources of truth. It can be harmful if ingested.
If you AIAWs want to make the most of AI, you’d do well to borrow some hard-learned lessons from the software development tech boom. We’ve seen this movie before Earlier in my career I worked as a software developer. That’s where they’d find things like how to build a team. That was a lot to learn.
Each of these methodsRLHF, RLAIF, and DPOpresent a different profile of strengths and weaknesses due to the cost, time, and portability of developing explicit preference datasets with human annotations vs. reward models. This leads to responses that are untruthful, toxic, or simply not helpful to the user. Recently, Lee et al.
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