iWorld
Facebook to reduce unintentional ad clicks, announces new metrics
MUMBAI: Facebook, last October, outlined what it will take to create a healthy advertising ecosystem: great experiences for people, meaningful business results for advertisers, and sustainable growth for publishers.
Ad placements that are built to drive unintentional clicks run counter to that goal. While they can be profitable for publishers, they fail to deliver good experiences for businesses or people. For advertisers, these kinds of unintentional clicks can drive down the value of their campaigns.
Over the next few months, Facebook will be making updates to stop delivering to ad placements that encourage unintentional clicks. These updates include policy clarifications on unintentional clicks, product changes to invalidate these clicks, and proactively pausing implementations that exhibit abnormal click behavior.
Removing unintentional clicks from Audience Network: When browsing across the web or in an app, ads may pop up in places that cause people to accidentally click on them.
Facebook is no longer counting Audience Network clicks where people “bounce back” in under 2 seconds. FB found that these clicks are almost always unintentional.
Total campaign impressions: FB is providing two new metrics to offer clarity on the number of ads shown to people including gross impressions, auto-refresh impressions.
Utilizing Signals About Intentional Clicks
To understand if a click is intentional, one of the metrics FB looks at in FB delivery models and quality detection systems is “drop off rates” — the time a user spends on the landing page of an ad. Facebook found that people who click on an Audience Network ad and spend less than 2 seconds on a destination page almost always clicked accidentally. Moving forward, FB will no longer count clicks categorised as unintentional. Facebook will continually refine and adjust this threshold as Facebook gathers more data and signals.
Pausing Implementations with Abnormal Behavior
Publishers sometimes create ad experiences that fail to deliver true advertiser value. This can be due to implementation error, or because the ad is in the wrong flow of the app experience. When Facebook sees abnormal behavior, such as an inflated click-through rate (CTR), it will automatically pause placements to protect people and advertisers. Facebook also inform publishers so they can make necessary changes.
Clarifying FB Policies
FB also heard from publishers that they want more examples of FB policies, and specifically how to create better native ad experiences. So it recently updated FB policies with clear examples to avoid unintentional clicks (https://developers.facebook.com/docs/audience-network/policy), and went a step further by introducing a new policy that prohibits clickable “whitespace” on native ads. By requiring users to click on an advertiser asset, FB expects to see further reduction in unintentional clicks.
Going forward, FB will be experimenting with more ways to reduce the number of unintentional clicks by looking further into bounce rates, additional metrics, and trying to prevent users from accidentally clicking in the first place.
iWorld
Why Peaky Blinders is one of television’s biggest hits that still deserves more attention
Six seasons, multiple awards and the release of Peaky Blinders: The Immortal Man bring the Shelby saga back into the spotlight
In the crowded universe of streaming content, only a handful of shows manage to leave a lasting cultural footprint. Peaky Blinders is overwhelmingly considered one of the biggest global hits of the past decade. Yet many viewers still haven’t fully explored the dark, gripping world of the Shelby family.
Originally produced for the UK’s BBC and later finding a massive global audience through Netflix, the series quietly grew from a British period drama into a worldwide streaming phenomenon.
Created by Steven Knight, the show follows the rise of the Shelby crime family in post-First World War Birmingham. What begins as a gritty street-gang story gradually expands into a sweeping narrative about ambition, politics, power and survival.
At the centre of the saga is Thomas Shelby, portrayed with extraordinary depth by Cillian Murphy. The casting of Murphy is widely regarded as perfect for the role. With piercing eyes, restrained dialogue and an almost hypnotic screen presence, he transforms Shelby into one of the most unforgettable characters in modern screen storytelling.
Murphy’s brilliance lies in his restraint. He rarely shouts or performs theatrically. Instead, a quiet stare, a calculated pause or a subtle shift in expression conveys the emotional storms within the character. Beneath the ruthless gang leader is a war veteran carrying trauma, guilt and loneliness. Murphy captures this complexity with remarkable precision, making Thomas Shelby both terrifying and deeply human.
Beyond its central performance, Peaky Blinders stands out for its unfiltered portrayal of reality. The show does not romanticise crime. Instead, it exposes the harsh social conditions of early 20th-century Britain, from poverty and class struggle to political extremism and the psychological scars left by war.
The series also presents powerful female characters who hold their own within the Shelby empire. Polly Gray, played by Helen McCrory, is the strategic backbone of the family and one of the most formidable figures in the story. Women in the series shape decisions, influence power structures and challenge the rigid social norms of the time.
Across six seasons, the narrative grows dramatically in scale. What begins in the smoky streets of Birmingham evolves into a story involving political conspiracies, fascism and international criminal networks.
The series has also earned significant critical acclaim. It won the BAFTA Television Award for Best Drama Series in 2018 and multiple National Television Awards for Best Drama, cementing its reputation as one of Britain’s most celebrated modern shows.
Another defining feature of the series is its iconic music. The show’s opening theme, Red Right Hand by Nick Cave and the Bad Seeds, became instantly recognisable and widely associated with the Shelby universe. Combined with a powerful soundtrack featuring artists such as Arctic Monkeys and Radiohead, the music helped shape the show’s dark, stylish identity and became hugely popular among fans.
And the Shelby story is not over yet.
In fact, its legacy is unfolding right now. The long-awaited feature-length continuation, Peaky Blinders: The Immortal Man, was released on March 6, 2026, bringing the Shelby universe from streaming screens to cinemas and giving fans a new chapter in the saga.
For viewers who have not yet stepped into this world, the timing could not be better.
Six gripping seasons are ready to binge on Netflix. A new film has just arrived in theatres. And at the heart of it all stands one of the most magnetic performances in modern drama by Cillian Murphy.
So if Peaky Blinders has been sitting on your watchlist for years, this weekend is your moment.
So, by order of the Peaky fookin’ Blinders, consider this your cue to finally step into the ruthless world of Thomas Shelby. Pour yourself a drink, clear your schedule and press the play button. Because when the Peaky Blinders give an order, you listen.
