惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Jina AI
Jina AI
Recent Announcements
Recent Announcements
Attack and Defense Labs
Attack and Defense Labs
P
Proofpoint News Feed
WordPress大学
WordPress大学
雷峰网
雷峰网
Apple Machine Learning Research
Apple Machine Learning Research
博客园 - 叶小钗
I
Intezer
Hugging Face - Blog
Hugging Face - Blog
博客园 - 司徒正美
月光博客
月光博客
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
T
Threat Research - Cisco Blogs
有赞技术团队
有赞技术团队
T
Tailwind CSS Blog
S
Securelist
Cyberwarzone
Cyberwarzone
云风的 BLOG
云风的 BLOG
V
Visual Studio Blog
Stack Overflow Blog
Stack Overflow Blog
T
Tor Project blog
Project Zero
Project Zero
腾讯CDC
Recorded Future
Recorded Future
Help Net Security
Help Net Security
Spread Privacy
Spread Privacy
T
The Blog of Author Tim Ferriss
阮一峰的网络日志
阮一峰的网络日志
The Register - Security
The Register - Security
Google DeepMind News
Google DeepMind News
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
L
Lohrmann on Cybersecurity
D
Darknet – Hacking Tools, Hacker News & Cyber Security
Security Latest
Security Latest
Cisco Talos Blog
Cisco Talos Blog
A
Arctic Wolf
N
News and Events Feed by Topic
D
DataBreaches.Net
V
Vulnerabilities – Threatpost
L
LangChain Blog
博客园 - 【当耐特】
V2EX - 技术
V2EX - 技术
Simon Willison's Weblog
Simon Willison's Weblog
Engineering at Meta
Engineering at Meta
The Last Watchdog
The Last Watchdog
Security Archives - TechRepublic
Security Archives - TechRepublic
D
Docker
C
CXSECURITY Database RSS Feed - CXSecurity.com
人人都是产品经理
人人都是产品经理

Forbes - Business

Pickleball Slam 4 Preview — History Of The Event And Behind The Scenes Prep With The Players How To Get Masters 2027 Tickets Lottery Dates And Odds ‘Malcolm In The Middle: Life’s Still Unfair’ Is Likely A Wrap For Show Tony Gonzales, Eric Swalwell Will Resign Following Sexual Misconduct Allegations Suspect In Sam Altman Molotov Attack Charged With Attempted Murder Today’s Wordle #1760 Hints And Answer For Tuesday, April 14 Dan Orlovsky Compares Ty Simpson To Brock Purdy, Names Surprising NFC Contender As Fit For 2026 NFL Draft Prospect IndyCar’s Chip Ganassi Racing, OpenAI Hope For ‘Competitive Advantage’ Shingles Altered Achilles Rehab For Pacers Star Tyrese Haliburton, But He’s Back On The Court NYT Pips Today: Hints, Answers And Walkthrough For Tuesday, April 14 LVMH Founder Bernard Arnault’s Fortune Falls $50 Billion This Year Inter Miami CF Kicks Off New Era For South Florida Soccer In Nu Stadium IndyCar’s AJ Foyt Racing Hires Toby Sowery As Reserve Driver IndyCar’s Chip Ganassi Racing Goes Green With Green Sports Alliance Rory McIlroy Claims Second Straight Masters Title At Augusta Rockets Claim Fifth Seed In West Today’s Wordle #1759 Hints And Answer For Monday, April 13 NYT Pips Today: Hints, Answers And Walkthrough For Monday, April 13 Design Details In ‘The Drama’ Delve Deep Into Character AEW Dynasty 2026 Results, Winners And Live Updates On April 12 Former Dodgers Infielder, 3-Time MLB All-Star And Champion, Dies After Cancer Battle Townsend And Wild Secure Double Golds At Pro Pickleball Association Australia Moreton Bay Los Angeles Dodgers Prospect James Tibbs III Is Tearing Up Triple-A Hungary’s Authoritarian Orban—Boosted By Trump—Loses. European Leaders Celebrate. Review: Blackbraid Delivers Exteme Metal Masterclass To Dublin, Ireland Colorado Is Emerging As An Energy Innovation Hub U.S. Military Ships In Strait of Hormuz Violate Ceasefire, Iran Warns (Live Updates) Rosé’s All-Time Sales Chart Record Has Been Beaten IC3 Report Reveals Surge In Cryptocurrency Investment Scams The Top Contenders For The 2026 NCAA Gymnastics All-Around Title What Time Does ‘Euphoria’ Season 3 Come Out? How To Watch Tonight John Nolan, ‘Batman’ Films And ‘Person Of Interest’ Actor, Dies At 87 BTS Dominates The Biggest Songs Chart In America — Again Jannik Sinner Ties Novak Djokovic’s Masters 1000 Mark—Will Return To World No. 1 Will Iran War Result In Nuclear Weapon Transfers To The Middle East? Iran Reportedly Used Chinese Satellite To Target U.S. Bases—Here’s How China And Russia Could Help Iran Why Diesel Prices Spike Faster Than Gasoline In A Crisis UFC 327 Results: 5 Biggest Takeaways From A Wild Night In Miami Taemin Dazzles At Coachella Debut And Premieres 6 New Songs: Full Setlist UFC 327 Results, Bonus Winners, Highlights And Reactions Dana White Announces Huge New Fight For UFC White House Today’s Wordle #1758 Hints And Answer For Sunday, April 12 NYT Pips Today: Hints, Answers And Walkthrough For Sunday, April 12 WNBA Draft 2026 Date, Time, Order And Top Prospects Tyson Fury Vs. Arslanbek Mahkmudov Results: Highlights and Reaction Avengers’ Biggest Battle? Taking On ‘Dune: Part Three’ At Christmas U.S.-Iran Peace Talks Stretch Into Sunday—As Iran Denies U.S. Navy Destroyers Passed Through Hormuz Conor Benn Vs. Regis Prograis Results: Highlights and Reaction Why Dewey Actor Was Recast For ‘Malcolm In The Middle’ Revival Series Eric Swalwell Is Being Investigated In New York After Sexual Assault Claim Against Him Artemis Reached The Moon. The Grid Can Reach The 21st Century Pope Leo XIV Says 'Enough Of War!' As He Urges ‘Mediation’ To End Iran Conflict NYT Connections Hints Today: Sunday, April 12 Clues And Answers (#1036) U.S.-Iran Peace Talks Stretch Into Sunday—As Iran Denies U.S. Navy Destroyers Passed Through Hormuz Beyond Private Credit—The Overlooked Risks Of Banks’ Ties To Nonbanks ‘Euphoria’ Musician Labrinth Suggests He Was Treated Poorly Before Leaving Hit Show Netflix’s Best New Show Has A Near-Perfect 95% Rotten Tomatoes Score Coachella 2026 Is Being Taken Over By Creator Streams UFC Tonight: What Time Does The UFC 327 Fight Card Start? Microsoft Venom Attack Targets C-Suite Executives ‘Maul: Shadow Lord’ Sets Even More Star Wars Rotten Tomatoes Records Harry Styles Flies With His Oldest Hit Thanks To A Box Office Smash New Names Surface As Potential Rogue And Wonder Woman In The MCU And DCU Chris Stapleton’s High-Profile Collaboration Becomes A Certified Hit Miley Cyrus Charts The Biggest New Sales Smash In America Pet Shop Boys’ Visual History Told In New Book China Seizes An Island While The World Is Watching Iran Ozzy Osbourne’s Name Helps A Rock Band Chart A New Top 10 Hit Forbes House of the Week: 3 Things We Crave Make U.S. Air Cargo More Valuable Than Ocean Ocean Tight Ends To Trade Away In Dynasty Fantasy Football Fury vs. Makhmudov Full Card, Ring Walk Times and How to Watch Ways That Human-AI Collaboration Slides People Into ‘AI Brain Fry’ And Cognitive Downturns What’s At Stake In Hungary’s Election For Ukraine And Russia Coachella 2026: All 95 Surprise Guests Who Appeared This Year Coachella Accidentally Plays New KATSEYE EP Announcement Before Debut Performance KATSEYE Performs ‘Golden’ At Coachella with HUNTR/X voices KATSEYE Feature ‘KPop Demon Hunters’ Singers For 'Golden' At Coachella WWE SmackDown Results, Winners And Grades On April 10, 2026 WWE SmackDown Results As Pat McAfee Announces 25% Off WrestleMania 42 Tickets Bini Makes History For Filipino Music At Coachella 2026: Full Setlist 5 Under-The-Radar Winners And Losers In The Iran War So Far Menswear In The Post-Covid Age Is High Tech And High Touch Today’s Wordle #1757 Hints And Answer For Saturday, April 11 NYT Pips Today: Hints, Answers And Walkthrough For Saturday, April 11 ‘Hacks’ Season 5 Release Schedule Reveals Final Episodes For Series Packers Trade Inconsistent Dontayvion Wicks To The Eagles Dan Levy’s Netflix Crime Comedy ‘Big Mistakes’ Takes Huge, Hilarious Risks Inside 30 Years Of Progress At The Wendy Hilliard Gymnastics Foundation With A $1.2 Billion Sale To Unilever, Grüns’ Founder Mints A Fortune What Does ‘You The Birthday’ Mean? TikTok’s Viral Phrase, Explained Kenny Omega Talks Comeback And Facing MJF At AEW Dynasty FIFA World Cup 2026: Why Ticket Scandals Still Cloud the Tournament Two Months Out Oldest US Navy Supercarrier Sailing In ‘Southern Seas 2026’ Exercises Huang Urges People To ‘Move To California’ As Billionaire Tax Looms BTS ARIRANG World Tour: What To Expect For New Fans And Old ‘You, Me & Tuscany’ Rotten Tomatoes Reviews Like Where Rom-Com Lands IRS Issues New ‘No Tax On Tips’ Rules—Here’s Who Qualifies Trump Wants To Build An Arch In D.C.—Here’s What It Would Look Like Molotov Cocktail Thrown At Sam Altman’s Home, OpenAI Says—Suspect Arrested
AI Made Content Abundant. For Creators, Voice Is Now The Scarce Asset
Maureen Kerr · 2026-06-17 · via Forbes - Business
Confident woman using an AI on her smartphone in futuristic urban neon space

AI agent on smartphone in a neon-lit architectural urban environment.

getty

Adobe’s 2026 Creators’ Toolkit Report lands on June 16 with a number designed to travel: Among creators who use creative AI, 87% say it has accelerated the growth of their business or audience.

The more useful reading sits one level down. Adoption is no longer the real question. Three-quarters of those creators now describe creative AI as integrated or essential to how they work. The contest has moved from whether creators use the tools to what separates the people using them.

The separation is not volume. It is voice.

The Shift From Volume To Voice

When output becomes cheap and abundant, volume stops being much of an advantage. Adobe’s data captures the squeeze: Among creators who say it is harder to stand out than it was a year ago, 53% blame the sheer quantity of content and 42% say AI-generated work is making it harder for distinctive voices to surface.

And yet the same report points to a countervailing effect. A majority, 58%, say their ability to compete with larger teams or studios feels stronger since using creative AI. Another 85% believe the work they create with AI still reflects their unique voice, while 81% say human judgment remains essential to creative taste.

That is where the story becomes interesting. The creators gaining ground are not necessarily the ones producing the most. They are the ones bending the tools toward something that still feels like theirs.

That pattern shows up in the AI filmmaking I have covered. For Beyond the Loop, the Wonder Studios anthology, BAFTA-winning editor Hal Watmough did not prompt his model for generic emotions but fed it the dramatic situation a character faced, because “AI has to work harder to earn someone’s investment.” On Critterz, the AI-assisted feature from OpenAI’s Chad Nelson and director Nik Kleverov, Nelson put the same point more plainly: “It’s truly human authorship, augmented by AI. It would never exist without those sketches feeding the system.”

AI Can Draft, But Creators Still Edit

Speed is the easy part. Adobe found that 93% of creators say creative AI helps them produce content faster. But faster to draft is not the same as ready to publish. More than half, 57%, say their AI outputs typically require moderate or extensive editing before they are ready to share.

The edit is not cleanup. It is where the creator’s point of view gets applied.

Creators Want To Stay In Control

That distinction sharpens as the tools move from generative assistance toward agentic systems, or AI tools that can carry out multistep tasks with more independence. Creators appear open to that direction, but only with constraints. Adobe found that 85% say the final creative decision should always remain with the creator, whether the assistance is generative or agentic.

Asked what would make them more comfortable giving an AI agent more independence, 44% want the ability to review, edit or undo at any point. Another 37% want transparency into what the agent is doing and why, and 34% want clear limits on the data and tools it can access.

Control reads less as resistance than as the condition for adoption. The time saved is not aimed at stepping back from the work. In the survey, 22% said they would use that time to learn new creative skills and 21% said they would spend more time on higher-level creative ideas and direction.

Trust And Ownership Remain Unsettled

The harder questions arrive around disclosure and ownership.

Creators appear to understand that audiences are becoming more fluent in AI’s tells. Adobe found that 75% believe their audience can already tell when creative AI was meaningfully involved in their work. But behavior lags that expectation: 49% say they always or often disclose AI use, while 18% say they rarely or never do.

That gap is its own signal. If audiences can increasingly detect AI involvement, disclosure becomes less about whether creators can avoid being found out and more about whether they can maintain trust.

Ownership is the sharper edge. In Adobe’s survey, 90% of creators say it is important to be able to obtain copyright protection for work created with creative AI assistance. But U.S. copyright guidance still turns on human authorship. The Copyright Office has said generative AI outputs may be protected only where a human author determines sufficient expressive elements, such as through creative arrangement or modification, while the mere provision of prompts is not enough.

Adobe has an interest in the conclusion that its tools are helping creators grow. The report should be read as a vendor instrument, not a neutral map of the market. Its methodology also draws a clear boundary: Respondents were creators who publish digital content several times per month to inform, entertain or engage an audience and generate income, not people employed full time in traditional creative industry roles.

Even read conservatively, the direction is clear. Adobe’s inaugural report last October found that 86% of global creators used creative generative AI. This year’s edition suggests that use is settling into daily practice.

What the numbers describe is a market sorting itself by judgment. The tools are converging, the output is multiplying and the advantage is consolidating around creators with a distinct read on their audience and the discipline to edit toward it. Faster production can supply more content. It cannot supply taste.