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LLM Strategies, Platform Engineering, Observability and More: InfoQ Dev Summit Boston 2024 – InfoQ.com

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The software development landscape evolves rapidly, and staying ahead requires continuous learning to inform strategic decision-making, implement new technologies appropriately, and enable your teams to collaborate effectively. Join us at InfoQ Dev Summit Boston, running June 24-25, to network with your peers and experience a curated agenda with topics such as Generative AI, security, and modern web applications. You’ll learn from those who have successfully implemented these technologies and navigated related challenges to help you be successful with your projects.

The conference will feature 20+ technical talks by senior software practitioners over two days, with parallel breakout sessions emphasizing the essential topics development teams should prioritize now. Talk highlights include:

How To Take a Large Language Model From a Data Scientist and Put It in Production

Francesca Lazzeri, Principal Data Scientist Manager @Microsoft, Author of “Machine Learning for Time Series Forecasting with Python”, will share practical advice on successful LLM deployment in various domains and settings, lessons learned, and best practices such as:

  1. Choosing the right model for the task based on the model’s size, complexity, and domain.
  2. Optimizing the model using prompt engineering, fine-tuning, and context retrieval techniques to improve accuracy and relevance.
  3. Deploying the model using scalable and secure infrastructure, such as cloud platforms or vector databases, to handle variable workloads and latency.
  4. Monitoring the model performance and user feedback, using metrics and tools such as MLOps and Responsible AI Framework, to identify and address any issues or risks.
  5. Iterating the model based on the changing needs and expectations of the users and the domain, using continuous integration and deployment strategies.

OpenTelemetry, Opening the Door to Observability for All

How do I start with OpenTelemetry? How can I automatically instrument my application? How do I use the OpenTelemetry Collector? Ken Finnigan, OpenTelemetry Architect @Lumigo, Author of “Reactive Systems in Java,” will answer these and many more questions. While detailing the ins and outs of application instrumentation and collection with OpenTelemetry, Ken explores critical challenges to the success of Observability at an enterprise.

Best Practices for Building Secure Web Applications

In this presentation, Loiane Groner, Development Manager @Citibank, will delve into the essential neglected aspects of securing your applications. Loiane will cover best practices for secure coding, meticulous input validation techniques, the importance of strategic error handling and logging, how to manage file uploads safely, and much more.

Blueprints of Innovation: Engineering Paved Paths for a User-friendly Developer Platform at The New York Times

In this talk, David Grizzanti, Principal Engineer @nytimes, will provide valuable insights into the nuances of platform engineering in the cloud, offering attendees a blueprint for implementing similar strategies in their organizations. Discover challenges faced while building a multi-tenant platform in the cloud, including specifics on how the New York Times designed:

  • A simple onboarding experience, complete with starter software templates
  • A secure and isolated environment on top of our centralized Kubernetes clusters
  • A simple onboarding experience for multiple cloud accounts for each tenant
  • A centralized approach to CI/CD, including standard build and test pipelines

Build better-connected teams in Boston

Attending InfoQ Dev Summit Boston as a team empowers collaborative learning, leading to informed project decisions and clarity for your dev roadmap. Teams as small as 3 attendees working for the same company are eligible for a group discount. For more details, email info@devsummit.infoq.com and mention the size of the group. Early bird savings and team discounts are available until April 16.

Team discounts for InfoQ Dev Summit Boston:

  • 3-6 attendees – save up to $35 off each conference ticket
  • 7-10 attendees – save up to $55 off each conference ticket
  • 11-15 attendees – save up to $65 off each conference ticket
  • 16+ attendees – save up to $75 off each conference ticket

Why attend InfoQ Dev Summit Boston as a team?

  • Practitioner-curated talks handpicked by senior developers to focus on the critical technical challenges your team faces.
  • Learn actionable insights from over 20+ senior developers who’ll share their learnings to help your team navigate today’s critical dev priorities.
  • Zero hidden marketing. We’re committed to providing genuine learning experiences. That means no hidden marketing or sales pitches, just real-world, relatable talks from senior software developers so your team can focus their time on learning.
  • ‘We Care’ experience. InfoQ Dev Summit is an inclusive and safe environment with a strict Code of Conduct where everyone’s contributions are valued.
  • Social events create dedicated time for your team to connect with speakers and peers during breaks and evening social activities.

Right now, tickets for InfoQ Dev Summit Boston are at the lowest price. Book your place before April 16 and save with the early bird tickets.

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Ottawa orders TikTok’s Canadian arm to be dissolved

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The federal government is ordering the dissolution of TikTok’s Canadian business after a national security review of the Chinese company behind the social media platform, but stopped short of ordering people to stay off the app.

Industry Minister François-Philippe Champagne announced the government’s “wind up” demand Wednesday, saying it is meant to address “risks” related to ByteDance Ltd.’s establishment of TikTok Technology Canada Inc.

“The decision was based on the information and evidence collected over the course of the review and on the advice of Canada’s security and intelligence community and other government partners,” he said in a statement.

The announcement added that the government is not blocking Canadians’ access to the TikTok application or their ability to create content.

However, it urged people to “adopt good cybersecurity practices and assess the possible risks of using social media platforms and applications, including how their information is likely to be protected, managed, used and shared by foreign actors, as well as to be aware of which country’s laws apply.”

Champagne’s office did not immediately respond to a request for comment seeking details about what evidence led to the government’s dissolution demand, how long ByteDance has to comply and why the app is not being banned.

A TikTok spokesperson said in a statement that the shutdown of its Canadian offices will mean the loss of hundreds of well-paying local jobs.

“We will challenge this order in court,” the spokesperson said.

“The TikTok platform will remain available for creators to find an audience, explore new interests and for businesses to thrive.”

The federal Liberals ordered a national security review of TikTok in September 2023, but it was not public knowledge until The Canadian Press reported in March that it was investigating the company.

At the time, it said the review was based on the expansion of a business, which it said constituted the establishment of a new Canadian entity. It declined to provide any further details about what expansion it was reviewing.

A government database showed a notification of new business from TikTok in June 2023. It said Network Sense Ventures Ltd. in Toronto and Vancouver would engage in “marketing, advertising, and content/creator development activities in relation to the use of the TikTok app in Canada.”

Even before the review, ByteDance and TikTok were lightning rod for privacy and safety concerns because Chinese national security laws compel organizations in the country to assist with intelligence gathering.

Such concerns led the U.S. House of Representatives to pass a bill in March designed to ban TikTok unless its China-based owner sells its stake in the business.

Champagne’s office has maintained Canada’s review was not related to the U.S. bill, which has yet to pass.

Canada’s review was carried out through the Investment Canada Act, which allows the government to investigate any foreign investment with potential to might harm national security.

While cabinet can make investors sell parts of the business or shares, Champagne has said the act doesn’t allow him to disclose details of the review.

Wednesday’s dissolution order was made in accordance with the act.

The federal government banned TikTok from its mobile devices in February 2023 following the launch of an investigation into the company by federal and provincial privacy commissioners.

— With files from Anja Karadeglija in Ottawa

This report by The Canadian Press was first published Nov. 6, 2024.

The Canadian Press. All rights reserved.

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Here is how to prepare your online accounts for when you die

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LONDON (AP) — Most people have accumulated a pile of data — selfies, emails, videos and more — on their social media and digital accounts over their lifetimes. What happens to it when we die?

It’s wise to draft a will spelling out who inherits your physical assets after you’re gone, but don’t forget to take care of your digital estate too. Friends and family might treasure files and posts you’ve left behind, but they could get lost in digital purgatory after you pass away unless you take some simple steps.

Here’s how you can prepare your digital life for your survivors:

Apple

The iPhone maker lets you nominate a “ legacy contact ” who can access your Apple account’s data after you die. The company says it’s a secure way to give trusted people access to photos, files and messages. To set it up you’ll need an Apple device with a fairly recent operating system — iPhones and iPads need iOS or iPadOS 15.2 and MacBooks needs macOS Monterey 12.1.

For iPhones, go to settings, tap Sign-in & Security and then Legacy Contact. You can name one or more people, and they don’t need an Apple ID or device.

You’ll have to share an access key with your contact. It can be a digital version sent electronically, or you can print a copy or save it as a screenshot or PDF.

Take note that there are some types of files you won’t be able to pass on — including digital rights-protected music, movies and passwords stored in Apple’s password manager. Legacy contacts can only access a deceased user’s account for three years before Apple deletes the account.

Google

Google takes a different approach with its Inactive Account Manager, which allows you to share your data with someone if it notices that you’ve stopped using your account.

When setting it up, you need to decide how long Google should wait — from three to 18 months — before considering your account inactive. Once that time is up, Google can notify up to 10 people.

You can write a message informing them you’ve stopped using the account, and, optionally, include a link to download your data. You can choose what types of data they can access — including emails, photos, calendar entries and YouTube videos.

There’s also an option to automatically delete your account after three months of inactivity, so your contacts will have to download any data before that deadline.

Facebook and Instagram

Some social media platforms can preserve accounts for people who have died so that friends and family can honor their memories.

When users of Facebook or Instagram die, parent company Meta says it can memorialize the account if it gets a “valid request” from a friend or family member. Requests can be submitted through an online form.

The social media company strongly recommends Facebook users add a legacy contact to look after their memorial accounts. Legacy contacts can do things like respond to new friend requests and update pinned posts, but they can’t read private messages or remove or alter previous posts. You can only choose one person, who also has to have a Facebook account.

You can also ask Facebook or Instagram to delete a deceased user’s account if you’re a close family member or an executor. You’ll need to send in documents like a death certificate.

TikTok

The video-sharing platform says that if a user has died, people can submit a request to memorialize the account through the settings menu. Go to the Report a Problem section, then Account and profile, then Manage account, where you can report a deceased user.

Once an account has been memorialized, it will be labeled “Remembering.” No one will be able to log into the account, which prevents anyone from editing the profile or using the account to post new content or send messages.

X

It’s not possible to nominate a legacy contact on Elon Musk’s social media site. But family members or an authorized person can submit a request to deactivate a deceased user’s account.

Passwords

Besides the major online services, you’ll probably have dozens if not hundreds of other digital accounts that your survivors might need to access. You could just write all your login credentials down in a notebook and put it somewhere safe. But making a physical copy presents its own vulnerabilities. What if you lose track of it? What if someone finds it?

Instead, consider a password manager that has an emergency access feature. Password managers are digital vaults that you can use to store all your credentials. Some, like Keeper,Bitwarden and NordPass, allow users to nominate one or more trusted contacts who can access their keys in case of an emergency such as a death.

But there are a few catches: Those contacts also need to use the same password manager and you might have to pay for the service.

___

Is there a tech challenge you need help figuring out? Write to us at onetechtip@ap.org with your questions.

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Google’s partnership with AI startup Anthropic faces a UK competition investigation

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LONDON (AP) — Britain’s competition watchdog said Thursday it’s opening a formal investigation into Google’s partnership with artificial intelligence startup Anthropic.

The Competition and Markets Authority said it has “sufficient information” to launch an initial probe after it sought input earlier this year on whether the deal would stifle competition.

The CMA has until Dec. 19 to decide whether to approve the deal or escalate its investigation.

“Google is committed to building the most open and innovative AI ecosystem in the world,” the company said. “Anthropic is free to use multiple cloud providers and does, and we don’t demand exclusive tech rights.”

San Francisco-based Anthropic was founded in 2021 by siblings Dario and Daniela Amodei, who previously worked at ChatGPT maker OpenAI. The company has focused on increasing the safety and reliability of AI models. Google reportedly agreed last year to make a multibillion-dollar investment in Anthropic, which has a popular chatbot named Claude.

Anthropic said it’s cooperating with the regulator and will provide “the complete picture about Google’s investment and our commercial collaboration.”

“We are an independent company and none of our strategic partnerships or investor relationships diminish the independence of our corporate governance or our freedom to partner with others,” it said in a statement.

The U.K. regulator has been scrutinizing a raft of AI deals as investment money floods into the industry to capitalize on the artificial intelligence boom. Last month it cleared Anthropic’s $4 billion deal with Amazon and it has also signed off on Microsoft’s deals with two other AI startups, Inflection and Mistral.

The Canadian Press. All rights reserved.

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