InfoQ Homepage News
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Facebook Open-Sources RoBERTa: an Improved Natural Language Processing Model
Facebook AI open-sourced a new deep-learning natural-language processing (NLP) model, Robustly-optimized BERT approach (RoBERTa). Based on Google's BERT pre-training model, RoBERTa includes additional pre-training improvements that achieve state-of-the-art results on several benchmarks, using only unlabeled text from the world-wide web, with minimal fine-tuning and no data augmentation.
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Highlights from JAFAC 2019 Day 2: Leadership, Cultural Readiness, Self Care and Growth Mindset
Continuing the coverage of JAFAC 2019 (Just Another F&#k!ng Agile Conference), the conference brings different voices to the fore and highlighting ways that agile ideas are being applied in a wide variety of contexts. Important themes that emerged on day two included cultural readiness for change, the importance of self care, and the need for a growth mindset at all levels of an organisation.
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What Tech for Good is and Why it Matters
Tech for Good groups provide opportunities to connect with people who share a positive vision of the future and look for ways to use technology in order to have a positive impact. Ellen Ward spoke about Tech for Good Dublin at Women in Tech Dublin 2019; she presented what Tech for Good looks like in reality, why it matters, and how people can get involved.
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Google Releases Cloud Dataproc for Kubernetes in Alpha
Google Cloud Dataproc is an open-source data and analytic processing service based on Hadoop and Spark. Google has recently announced the alpha availability of Cloud Dataproc for Kubernetes, which provides customers with a more efficient method to process data across platforms.
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WebExpo 2019: More Than You Ever Wanted to Know About Resource Hints
Harry Roberts, consultant front-end architect at CSS Wizardry, discussed how web pages can be made faster with Resource Hints in a recent talk at WebExpo 2019 in Prague.
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GitHub Improves Vulnerability Workflows and Becomes CVE Numbering Authority
Along with Semmle acquisition, GitHub has disclosed a number of improvements aimed to make it easier for maintainers and developers to fix and protect against vulnerabilities. This includes the possibility of creating a security advisory and assigning it a CVE number directly from GitHub UI.
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WebExpo 2019: Make Healthcare Affordable and Accessible Using Tech and AI
Anna Zawilska, lead user researcher at Babylon Health, recently presented at WebExpo 2019 in Prague the lessons learnt from their experience delivering remote healthcare through a combination of technology and Artificial Intelligence (AI). Babylon Health came to adjust three key assumptions underpinning their product development.
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Google Research Use of Concept Vectors for Image Search
Google recently released research about creating a tool for searching Similar Medical Images Like Yours (SMILY). The research uses embeddings for image-based search and allows users to influence the search through the interactive refinement of concepts.
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Introducing Maesh: A Service Mesh for Kubernetes
On September 4th, 2019, Containous, a cloud infrastructure software provider, released Maesh, an open-source service mesh written in Golang and built on top of the reverse proxy and load balancer Traefik. Maesh promises to provide a lightweight service mesh solution that is easy to get started with and to roll out across a microservice application.
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Eric Evans Wants to Improve the Language of DDD
Eric Evans wants architects to actively engage in improving the language used when modeling and designing complex systems. Some of the fundamental terms used in DDD, such as Bounded Contexts, are often misunderstood. Evans wants to see an active community try to address these concerns, with the goal that DDD "should be a real, living body of thought."
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Lessons from an Ex-Project Manager Turned Product Manager
To survive as a product manager, you need to put strategy first and be able to balance it alongside being heavily involved in delivery. All ideas need testing, and you need to truly listen to your customers to deeply understand their problems, said Emma Sephton. She shared her lessons learned from becoming a product manager at the Agile Greece Summit 2019.
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GitHub to Integrate Semmle Code Analysis for Continuous Vulnerability Detection
With the acquisition of startup Semmle, GitHub aims to make continuous vulnerability detection part of their continuous integration/continuous deployment service.
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Facebook, Microsoft, and Partners Announce Deepfake Detection Challenge
Facebook, Microsoft, the Partnership on AI, and researchers from several universities have created the Deepfake Detection Challenge (DDC), a contest to produce AI that can detect misleading images and video that have been created by AI. The challenge includes several grants and awards for the teams that create the best AI solution, using the DDC's dataset of real and fake videos.
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HashiConf US 2019: Terraform and Consul Updates, Multi-* Workflows, and Shared Learning
At the fifth HashiConf US conference, held in Seattle, the HashiCorp founders made several new feature announcements for their Terraform and Consul products. Additional key takeaways from the event included: focus on workflows, not tooling; the software delivery world is becoming multi-cloud/platform/service; and there is still much that developers can learn from operations teams, and vice versa.
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Lessons Learned from Innovating at Google: Frame the Problem, Use Data, and Define the MVP
The truly great, innovative, useful ideas come mostly from two sources: your target users, and people working in the organization - not necessarily those with a "product manager" hat. Experimentation can help us to materialize ideas into actual products and technology. Framing the problem, using data, and defining the MVP can help us to increase the chance of success in innovation.