In this age of fake news spreading virally over social media, the recent Harvard Neiman Lab article (link below) is an excellent read.
As I am quoted in the article, “The way to combat deepfakes is to augment humans with artificial intelligence tools.” Humans alone, or technologies alone are ineffective at defeating this growing problem. However, humans augmented with artificial intelligence (AI) technology can be a formidable defense against fake news.
Imagine a fake video clip or photograph that shows a person doing something they didn’t. AI alone may not be able to detect that the video or photo is fake, but AI combined with a human detective — an investigative journalist — can research and examine real world knowledge and information beyond the reach of the AI and determine that it is fake.
The investigative journalist could uncover and confirm from other sources that the person shown in the video or photo couldn’t have been in it because of contradictory real world information. For example, the subject may not have been alive when the video claims to be shot, or have been of a different age, or looked remarkably different in other videos and photos from the same time period.
The following memo from a department head to staff is an example of how to implement a productive maker’s schedule at your workplace. This approach recommends starting with baby steps, evaluating results and making changes accordingly.
Dear Colleagues in the Technology, Project Management and Product Teams,
We are implementing a maker’s schedule starting this Friday May 31st which means developers will have from 12 noon onwards on Fridays to focus exclusively on writing code, with no meetings or other interruptions. (This also applies to other contributors besides developers. For more information, see details below.) The goal of this is to increase productivity, creativity and job satisfaction. This practice is based on science and employed by other successful organizations. We request your understanding, your support, and your help in making Friday afternoons meeting-free.
We are implementing a maker’s schedule system starting Friday May 31, 2013. What is it? A maker’s schedule is calendar scheduling system that gives a group of people a continuous multi-hour block of time to focus on their work with minimal productivity diminishing things like distractions, context switching or frequent interruptions.
The word maker in this context often refers to people like software engineers, designers, testers, systems engineers, infrastructure engineers, documentation authors, editors or anyone else making something. What they are making could be software code, documentation or a configured server. It need not even be technical work. Managers also do the work of making: writing a memo, editing a budget spreadsheet or creating a slide presentation, for example.2
The human brain has evolved in a way that creative work, innovation and productivity are maximized when a person is able to focus and work on one task at a time for multiple hours. It takes several minutes, often half an hour or longer to get in the flow state of mind that results in peak performance at work. Hourlong or half-hour long meetings peppered throughout the day with breaks in between supposedly to do productive work result in low quality work, cause stress, and lead to unhappiness.
One way to do better quality work, get more done and be happier in your job is to divide your day into two halves. Get all your meetings, emails and administrative tasks done in the first half and spend the entire second half of the day doing enjoyable creative work that puts you in the flow state of mind. You will leave the office less stressed, more satisfied and happier each day.
Below are the answers to some frequently asked questions.
Q: Who does this policy apply to?
A: This applies to all makers as listed above, especially all engineers and quality assurance staff, people who spend the majority of their time writing, designing or implementing software code, systems or designs. This also extends to those in management roles who’d like to use this time to do maker’s work. At this time, we are not applying this policy to employees with special employment contracts like guild or unionized employees.
Q: When will we have maker’s hours?
A: Fridays after 12 noon, i.e. the latter half of all Fridays going forward until further notice.
Q: Does this mean I can go home early on Fridays?
A: No. This is not a summer hours policy. This is meant to be uninterrupted software engineering and development time. It does not change anything about when you are expected to be in the office. The prior agreed upon schedules you have with the company will continue.
Q: Why Fridays and why only Friday afternoons?
A: We analyzed our organization’s current meetings schedule and found that Friday afternoon is the period where there are least meetings and those meetings can be rescheduled with least impact. We are starting the pilot program with Friday afternoons. After some months of evaluating the results, we may extend it, keep it the same or cancel it. Until Further notice, this policy applies only to Friday afternoons.
Q: Does this mean I only get Friday afternoons to write code?
A: No :-) What this means is that we must all do our best to not organize, nor attend meetings on Friday afternoons so that time is exclusively reserved for writing code, building systems and doing other maker’s work. You are expected to do maker’s work every business day and to manage your own schedule to block off enough time to do that on others day the same way you already do.
Q: What about production emergencies? Can I get called into an emergency meeting to deal with a critical production emergency?
A: Yes. Production emergencies qualify among the rare exceptions.
Q: What about meetings between makers? For example, between two software engineers.
A: That is a slippery slope. We are strongly discouraging meetings on Friday afternoons in this policy, but we are not the meeting police and are not going to ban all meetings, especially if all the attendees have a strong desire to meet. We trust you to use your best judgement and lean towards not holding meetings on Friday afternoons unless you determine you have a good reason to make an exception to this policy. Our suggestion is this: Pair programming is encouraged. Working sessions are ok, assuming that in the entire working session multiple makers are making something together. However having staff meetings at this time is not a good idea. Nor is it a good time to have your weekly 1-on-1 with your manager. Remember your manager is likely to be using this time to do their own maker’s work. So on the question of can developers hold a meeting with just developers at this time, ask yourself why. What is the meeting for? Is it a working session where each of you will make something together? If yes, that’s likely fine. If not, schedule it for another time.
Q: What should I do when someone invites me to a meeting on Friday afternoon and I plan to observe the maker’s schedule and write code at that time?
A: Please always be respectful, courteous and friendly while declining meetings. Use your discretion and common sense. If the meeting request comes from someone it may not be wise to decline, consult with your boss. In many cases, you can politely, respectfully and nicely point the meeting requester to this policy at http://www.rajiv.com/blog/2013/05/24/makers-schedule-for-managers-too/ and suggest or request another time. Letting your collaborators know about this policy in advance will also help.
Since processing email has become such an information overload problem, distraction and waste of time these days, we hesitate to classify doing email as productive maker’s work. If you don’t have the unproductive bad habit of checking your email every 15 minutes and instead you process your email during a few blocks of time a day, you may consider email productive work too. [↩]
Is product an extension of the journalism (newsroom)? In this way of thinking, all products including Web, mobile and all other digital products are primarily newsroom products. Or:
Is product part of technology and development? In this way of thinking, product is primarily product development. Or:
Is product a business-side function that manages multiple stakeholders including the newsroom, technology, sales and marketing? Or:
Taking the business-side approach in the previous point to the next level, is product a general manager function, and should be depicted at the intersection of all three pillars along with the publisher, finance and HR?
Content on Web sites should be managed using systems that were designed from the ground up for the Web. Traditional content management systems with a legacy of features and workflows used for paper-based print products like newspapers and magazines are unsuitable for Web sites. The future of news media content management for Web sites is in:
simple & quick workflows
blogs & wikis as the main content types for text
social networking & community publishing
simple & quick workflows
Complex editorial workflows make sense for print products (on paper) , where once the edition is done, the content and presentation state is “locked” and sent to the presses. Working with Web content writers and editors over the past decade, I have learned that simple, quick workflows are preferable for Web sites. Many Web site producers who hail from print backgrounds now share the same conclusion that complex content management is a hindrance to successful Web site production.
The concept of an edition of the entire product is not necessary for a content Web site. The atomic unit that can be managed and published together can be a package of articles and multimedia or even just one article. A Web site is a living, dynamic, ever changing collection of content where individual items can be updated whenever required or desired or even automatically based on usage.
To be competitive, content needs to be updated and published quickly. Corrections can be made anytime. Thus for Web sites, the editing and approval process should be streamlined and quick all the way from authoring to posting on the site.
A new concept
The ability of online word processors like Google Docs or WriteWith to enable multiple people to edit a document simultaneously and collaboratively is different paradigm from traditional check-in/check-out access control.
blogs & wikis as the main content types for text
Content management system (CMS) which offers the simplicity of blogs and are extensible via plug-ins to add functionality like WordPress or MovableType, make good foundations of a CMS for a news media Web site.
For revisions, editing history and access control, wiki software works well. WikiPedia and WikiNews, which are powered by the MediaWiki software are two good examples.
The concept of content management systems that combine the agility of blogs and editorial control of wikis is interesting to follow. The term bliki seems to be the leading classification of such products.
In many newsrooms, writers are increasingly using blog posts to publish news articles instead of their enterprise-class content management systems. When asked why, they reply because it is simpler and quicker and they don’t need the overhead of things like complex approvals, advanced version tracking and access controls.
social networking & community publishing
Managing content using a blog or wiki is social networking and community publishing activity. On the readership side, successful social news sites like Digg and Reddit have accelerated the evolution of journalism and readership habits towards the social/community model. The distinction between authors and readers itself is blurring with wikis and comments on blogs.
Social networking features are being added to a variety of Web sites. Going forward, expect to see social networking and community features in content management systems.
Media companies should move to using CMS products that prefer simplicity over complex editorial workflows which were a legacy of writing and editing for print products. A news item, story or blog post should be the same content type. It is likely that blogging products that have proven so successful in empowering talented individuals in competing with large companies will evolve into content management systems with the addition of wiki functionality.
Over the past 15 years, as the Web has evolved, the web sites have gone through these generations. What’s likely to be next in the future of what the Web will be? This article describes the Web so far and what form it will likely assume.
1993-1997: Generation 1.0
These web sites can essentially be considered digital versions of printed newspapers, magazines and books.
Like with the printed products, the consumer is primarily a reader and interactivity is generally limited to filling out and submitting forms.
Content and design are the most important part.
Product = Content + Design
Examples: Most news and other content sites in the 1990s.
1997-2004: Generation 1.5
These web sites are similar to what interactive CD-ROM based software used to be in the 1990s.
The consumer is a user (as in user of software). There can be significant interactivity between the web site and the user. Interactivity between users is generally limited to discussion boards and marketplace activities.
The topic of integrating print technology systems with web technology systems often comes up in the newspaper, magazine and book publishing industries.
There is a key difference between Content Companies (e.g. newspapers, magazines) and Other Companies (e.g. pharmaceuticals). With the World Wide Web and information technology (IT) becoming part of everyday life, every company is becoming a content company in certain ways.
In the case of other companies like pharmaceuticals, aeronautics, construction, etc. their pre-digital products are not going away nor changing as drastically as a result of the world wide web and IT as is happening in the case of content companies like newspapers and magazines.
For those other companies, it makes sense to integrate the web systems like content management with their core products because their other core products are not fading away as a result of the web and IT.
However, in print media companies like newspapers whose legacy has been printing systems, their product in its printed form is fading away as a direct result of the Web and IT. So for them it may make sense to not spend too much effort on integrating legacy print systems with Web systems. Instead, it may be a better strategy to spend more resources on enhancing and upgrading the Web systems and digital media products. So for newspapers today, the 1990s holy grail of having one seamless print+web content management system may be less relevant in 2007. It may actually make better business sense to to keep the print publishing system and Web CMS separate, focus more on Web and digital media and allow the printed on paper versions of their products to gradually retire over the next two decades.
Some newspaper and magazine web sites visibly label some ads on their web pages as “advertisements” but don’t mark other ads including their own in-house ads on the same pages. Their intentions are journalistic: They want to visibly differentiate their editorial content from ads. (Though that doesn’t explain why they don’t label their own in-house ads.)
Sites should be consistent in visually differentiating journalistic content from advertising and other types of content. Either they should label all ads consistently or not label any.
In specific cases where the Editors believe advertising content may be confused as editorial content, they should label it as an “advertising section” like they do in print.
However, some sites choose not to label ads as “advertisements“. Their reasons:
Readers can differentiate an ad from editorial content in over 99%1 cases of web pages.
Ads are not visibly labeled as ads in print publications, except in special cases when the Editors feel that ad may be confused as content.
Why stop at ads? Why not label everything on the web page that is not editorial content?
Presenting an entire advertising section as that does make sense. The same way the sports section is branded sports in both print and online, it is useful to brand an advertising section as such. It also does make sense to label ads that look like editorial content (in the Editor’s opinion), such as text ad links and ads in between content.