Andy Beach @andybeach
Father to @davybeach, husband to @lisaweisman. Media, AI & storytelling systems. Author of Engines of Change, host of Future Frames. He/Him. andybea.ch Portland, OR Joined February 2007-
Tweets16K
-
Followers2K
-
Following2K
-
Likes2K
What we call Hollywood is a 1917 industrial template the US inherited from Europe. The creator economy is a return to what came before. New piece co-written with @SethHallen of Hallstone Ventures. Free to read. enginesofchange.ai/p/the-clubhous…
Anthropic shipped its newest model twice this week. For requests aimed at building competing models, it degrades its own output and tells you nothing. It's protecting market position. open.substack.com/pub/abeach/p/t…
Every Deep Cut in Engines of Change ends with a cocktail. Not as decoration, more like a pairing. The essay carries the argument and the drink carries the aftertaste. 20 drinks. 20 arguments. One small attempt to make media infrastructure more drinkable. enginesofchange.store/products/cockt…
"AI" went from a word that sells to a word that repels. Tom Merritt on Future Frames: the capability keeps advancing, but the label is now a consumer trust liability. Watch for companies quietly pulling the word off products they're keeping. open.substack.com/pub/futurefram…
The synthetic production debate has been stuck on the wrong layer for three years. The question is no longer who makes the asset cheaper. It's who makes the asset remember more. Part I of The Control Layer: enginesofchange.ai/p/production-m…
@elonmusk's lawsuit against OpenAI was tossed on the statute of limitations. OpenAI filed its confidential S-1 four days later, with bankers floating a trillion-dollar valuation. The desk was being cleared for a reason. Who Holds the Pen? open.substack.com/pub/abeach/p/w…
"C2PA is not gonna argue if I say that my wall is pink." — Olga Kornienko, COO of EZDRM The closing piece in the Human Layer series is on what observability does, what it doesn't, and what default would look like. open.substack.com/pub/abeach/p/o…
The asset has had a resolvable identifier for 15 years. The performer in it has not. AI didn't create the identity problem. It made visible an asymmetry that's been running quietly in the industry's infrastructure since 2010. open.substack.com/pub/abeach/p/i…
Spotify Embraces AI - DTNS for Thursday May 7, 2026 with @acedtect @queencodemonkey @andybeach Listen here: shows.acast.com/dtns/episodes/…
A VC firm just discovered its staff were burning $1,000/day per Claude account. Fewer than 10% of its portfolio companies track AI spend. Per-seat economics meet per-token reality. open.substack.com/pub/abeach/p/t…
The next moon landing won't be a broadcast. It'll be a global streaming event with hundreds of millions of concurrents on a feed originating near the Moon. What that actually demands of our industry, in a new Sidebar on Engines of Change... open.substack.com/pub/abeach/p/s…
A judge cuts AI extinction talk from the trial. The FCC reviews Disney's licenses over a joke. A $1B legal AI vendor gets named in a court filing. Warner-Paramount shareholders vote yes anyway. Four rooms. One pattern. open.substack.com/pub/abeach/p/t…
NAB ate my week so I never promoted Ep 005 of Future Frames. Fixing that now! @DarrenCross on why the creator economy has no middle class and why AI reinforces that, not fixes it. Episode 005 - Power, Platforms, and the AI Floor open.substack.com/pub/futurefram…
DTNS for Wednesday April 22, 2026 with @acedtect @sarahlane @andybeach Framework Introduces the Modular MacBook for Linux Users Listen here: shows.acast.com/dtns/episodes/…
Two weeks ago Anthropic released its frontier model to ~40 critical infrastructure organizations. Yesterday OpenAI launched its own into ChatGPT for hundreds of millions of consumers. This week's System Alert:The End of the Beginning open.substack.com/pub/abeach/p/t…
@erinrosew caught herself doing something she hadn't done in a decade: writing down a weekly TV drop schedule on paper. Her guest Sidebar on why, plus what's converging alongside it, is up on Engines of Change. Find her at NAB this week!! open.substack.com/pub/abeach/p/d…
This year marks 30 years since my first NAB. I wrote a short Sidebar ahead of NAB 2026 on why the show floor is usually a lagging indicator, and why the real signal tends to show up in the hallway, over dinner, and after hours. open.substack.com/pub/abeach/p/t…
New Future Frames episode is live. Provenance is the trust layer media hasn't built yet. I talked with Renard Jenkins and Olga Korienko about what it actually takes to track and validate content through AI workflows. open.substack.com/pub/futurefram…
Most large media catalogs are not underutilized. They are structurally unreadable. New Deep Cut: The Memory Economy. What changes when that gets solved — and who controls it. open.substack.com/pub/abeach/p/t…
The Farrow investigation into Sam Altman is getting framed as a personality story. That’s not what it is. The Robber Baron Who Believes His Own Story enginesofchange.ai/p/the-robber-b…
Scott Hanselman 🌮 @shanselman
333K Followers 10K Following VP, Member of Technical Staff @ MSFT/GitHub - Code, OSS, STEM, Beyoncé, T1D, #DevRel YouTube/TikTok and listen to the @Hanselminutes tech podcast
Tom Merritt @acedtect
89K Followers 1K Following Podcaster, Coffee achiever. https://t.co/WqlJtBnqTT Fearnot.
Brian Brushwood @shwood
1.4M Followers 664K Following Host of Discovery’s “Scam School” - Nat Geo’s “Hacking the System” - “Modern Rogue” on YouTube - and (my favorite) the podcast “World’s Greatest Con”
Greg Nibler @GregNibler
229K Followers 3K Following Live Anchor. Podcaster. | Reporter/Producer @fox12oregon #KPTV Host of Fox12NOW and Good Day Oregon+ | Host @FunempRadio |
Rick Turoczy @turoczy
18K Followers 9K Following
Funemployment Radio @funempradio
2K Followers 1K Following Funemployment Radio is a daily live podcast hosted by @GregNibler and @SarahXDylan. We love you. -Est. 2009 #podcast
Hollywood Theatre @HollywoodTheatr
8K Followers 1K Following Portland's Historic Non-Profit Theatre | 4122 NE Sandy Blvd | Beer, wine, pizza and the best popcorn in Portland! https://t.co/GGO1Jldoxi | (503) 281-4215
Dr. Dawn Foster @geekygirldawn
8K Followers 974 Following Director of Data Science / board member at CHAOSS, OpenUK board, CNCF TAG-CS co-chair, runner, sci-fi, vegan, world traveler. https://t.co/TGekHgXy2C
Streaming Media @streamingmedia
13K Followers 2K Following News, trends, and analysis in the world of online video. Hosted by the Streaming Media Mag, streamingmedia.com and Streaming Media Events (@strmediashows) team.
Sarah Lean 🏴�... @TechieLass
9K Followers 2K Following ☁️ Microsoft employee 🎤 ITOps/Cloud/Hybrid 💻 HashiCorp Ambassador ✍ Thought Leader & Storyteller 🐄 Farming enthusiast 👀 Views are my own
Travel Portland @travelportland
123K Followers 10K Following Tweeting Portland awesomeness during normal business hours. #ThisIsPortland
Nancy E @Cerenn272727
7 Followers 670 Following iced lattes and identity crises 🥶 mutuals only, i follow back
claiire17 @SYNOX460422
1 Followers 137 Following soft like cotton candy, chaotic like fireworks 🍭 follow back
Colin Behr @Colinbehr
939 Followers 1K Following former AppLovin, Branch, Liftoff/Vungle now building something new
Mabel @Mabel200897
228 Followers 38 Following
Nancy 💖 @SunitaChindawo1
4 Followers 321 Following Heart full of velvet night, soul a little lonely 🕯️
ar.io @ar_io_network
57K Followers 1K Following Critical data, always accessible - even when systems fail.
Shirley @Attristnhy5
182 Followers 3K Following Cuddling with a teddy bear can improve your mood and decrease feelings of loneliness.
Larry In Atlanta @LarrynAtlanta
482 Followers 1K Following American. Not Republican nor Democrat. No political affiliation. 2A supporter. Blogger at The Tech Boomer. Life Long Atlantian (Atlantite? Atlantonian?).
Riley Davis @daviss_riley
43 Followers 2K Following Bio: Helping High Earners swap Tax Bills for Solar Assets. 📉 Stop losing 50% to the IRS. 📈 Start building 25-year cash flow. Strategies used by Family Offices
Sid Cesena @Not_Sid
156 Followers 1K Following Avid Indoor Enthusiast. Casually sliding into your DM’s. Former blue check
Dan Campos @DanCampos
2K Followers 275 Following Host of NTX, one of the Top 3 Tech News Podcast in MX. EiC of Churros & Palomitas. I'm not an expert, but I play one on the internet. I don't follow back.
Jennifer @Aniston0fficial
338 Followers 5K Following Personal account for true fans only It's Now or Never ❣️
Boojui @Boojui3642
10 Followers 171 Following
Aractor 'd Factor @Aractor
299 Followers 708 Following Online Gamer 👾 Whisk(e)y Lover 🥃 Twitch Affiliate 💻 [email protected] 📧 (He/Him) https://t.co/2Ijen3VzqB
B @ZaphrodBree
3 Followers 43 Following
Sander Saar @sandersaar
1K Followers 3K Following Founder @AgentCDN. Turning channels into AI-ready media. | Alum @RedBull, @Disney, Moonbug, Maker Studios
SubQuery @SubQueryNetwork
104K Followers 232 Following Unlocking intelligence in blockchain data ⛓️ Powering teams on 300 chains including @ethereum, @solana, @Polkadot & @cosmos.
Future Frames @FFShow_AI
13 Followers 304 Following Andy Beach, Doug Daulton and guests explore how ethical AI supports human creators, not replaces them. Insights at the intersection of media and technology.
Kevin @Xiaoye928Lkk
1K Followers 1K Following Instead of making empty boasts, you should prove yourself with your abilities. #Logistics #wine #clothing #
Adewale Aderogba @facedhands
0 Followers 96 Following Educating the world for changes through drama and music.
Emanuel Parisi @wakus92
7 Followers 185 Following
Carl Ellsworth @CarlEllsworth
593 Followers 612 Following movie fanatic, shadow recruit, screenwriter of Red Eye, Disturbia, Last House on the Left, Red Dawn & Unhinged.
Hernan Lopez @hernanlopez
5K Followers 1K Following Media & Tech Entrepreneur | Founder, Owl & Co, @WonderyMedia, @hernanlopezff | Founding Governor, @podcastacademy
MaudKennan @hzl31npU1omVz
72 Followers 7K Following
FounderLab @FounderLab
42 Followers 931 Following
Code of Zucca @CodeOfZucca
26 Followers 221 Following
Dooslawt @Dooslawt2lb
55 Followers 4K Following
DarkBlossom @DarkBlossom16
22 Followers 71 Following LIFE EroticIntelligenceEducator SensualExpansionXpert
RudeBoy @RudeBoy39544211
42 Followers 4K Following
Chris Hodgson @chrishodds
172 Followers 429 Following
Thu Do Multimedia @MThudo
8 Followers 1K Following Thu Do Multimedia - Leading OTT Solution Provider
Richard @Richard40290915
130 Followers 994 Following
(完全合法)赚... @q6G8vSm6G06axIr
180 Followers 7K Following 🟥🟥🟥🟥🟥🟥🟥小镇做题家,一路升级打怪走到现在,带领千人团队赚钱创业,躬身入局,只为让更多普通人跨越阶级。做真正合法网赚项目,这是x上唯一全流程透明项目,日赚最低3000+懒人别来。 (模仿、偷我任何内容者替我挡一切灾祸)
Catherine @CCagiloaloa
135 Followers 2K Following
Ruud van der Linden @RuudNL
853 Followers 395 Following CEO @LontVideo – video layer for enterprise comms. Prev: @StreamOneTV (acqd) Alum: @joinodf #ODF10 • @PlugandPlayTC • #TCDisrupt SB200 Vipassana practitioner
Scott Hanselman 🌮 @shanselman
333K Followers 10K Following VP, Member of Technical Staff @ MSFT/GitHub - Code, OSS, STEM, Beyoncé, T1D, #DevRel YouTube/TikTok and listen to the @Hanselminutes tech podcast
Tom Merritt @acedtect
89K Followers 1K Following Podcaster, Coffee achiever. https://t.co/WqlJtBnqTT Fearnot.
Brian Brushwood @shwood
1.4M Followers 664K Following Host of Discovery’s “Scam School” - Nat Geo’s “Hacking the System” - “Modern Rogue” on YouTube - and (my favorite) the podcast “World’s Greatest Con”
Greg Nibler @GregNibler
229K Followers 3K Following Live Anchor. Podcaster. | Reporter/Producer @fox12oregon #KPTV Host of Fox12NOW and Good Day Oregon+ | Host @FunempRadio |
KGW News @KGWNews
239K Followers 1K Following Breaking news, weather, entertainment and information for the Portland, Oregon area. News tips: [email protected] or Text (503) 226-5088 #kgwnews #kgw
NWS Portland @NWSPortland
112K Followers 376 Following Official account for the National Weather Service Portland. Details: https://t.co/trwMRZJmXv
Rick Turoczy @turoczy
18K Followers 9K Following
Sarah Lane @sarahlane
80K Followers 945 Following Podcast producer+. Currently: Daily Tech News Show, Have Such A Good Day, Cyber Security Headlines. My dog would love a follow on IG 'rexramonreddinglane'
Justin Robert Young @JustinRYoung
28K Followers 2K Following Politics Politics Politics podcast Great Night World's Greatest Con We're Not Wrong
Funemployment Radio @funempradio
2K Followers 1K Following Funemployment Radio is a daily live podcast hosted by @GregNibler and @SarahXDylan. We love you. -Est. 2009 #podcast
Jen Gentleman 🌺 @JenMsft
98K Followers 240 Following I work on the Windows engineering team at Microsoft and help with feedback for Start menu, Settings, taskbar, input + more
The Oregonian @Oregonian
419K Followers 1K Following News updates from the #1 news source in the Pacific NW. See it all at https://t.co/2LnuazQlTF. Find reporter and more accounts in our lists.
Dan Rayburn @DanRayburn
8K Followers 0 Following Streaming Media Industry Analyst, Writer and Consultant - Chairman, NAB Show Streaming Summit (https://t.co/ZFocz2Qa0R) Weekly Podcast (https://t.co/Syol4zBwqm)
Hollywood Theatre @HollywoodTheatr
8K Followers 1K Following Portland's Historic Non-Profit Theatre | 4122 NE Sandy Blvd | Beer, wine, pizza and the best popcorn in Portland! https://t.co/GGO1Jldoxi | (503) 281-4215
Dr. Dawn Foster @geekygirldawn
8K Followers 974 Following Director of Data Science / board member at CHAOSS, OpenUK board, CNCF TAG-CS co-chair, runner, sci-fi, vegan, world traveler. https://t.co/TGekHgXy2C
Kristi Kates @KristiKates
1K Followers 414 Following Musician | Actress | Voice Talent | @Twitch Partner ⭐ Live music performance on Twitch Mon/Sat + Gaming on Fridays! | Biz Enquiries [email protected]
Future Frames @FutureFramesPC
2 Followers 1 Following Andy Beach, Doug Daulton and guests explore how ethical AI supports human creators, not replaces them. Insights at the intersection of media and technology.
Carl Ellsworth @CarlEllsworth
593 Followers 612 Following movie fanatic, shadow recruit, screenwriter of Red Eye, Disturbia, Last House on the Left, Red Dawn & Unhinged.
Fede @fbridger
95 Followers 163 Following I'm a software engineer passionate about designing and building high quality applications. I've been in love with computers since I got my Commodore 64.
Jenny Eclair @jennyeclair
206K Followers 450 Following Geriatric stand up comic available for nice easy voice overs and other sit down radio/telly work Jenny Eclair is an Author/actress/big head
Xavier Leclercq @xavierleclercq
75 Followers 114 Following VP Biz Dev at Broadpeak - Views are my own
Advanced Television @advancedtv
5K Followers 96 Following
PRODUCER - Maker Mach... @maker_machina
78 Followers 252 Following Make your next production your best. Start for free today.
Mark Borao @MarkBorao
65 Followers 387 Following Dad, husband, citizen, and Partner at PwC. Tech, Media, Telco, Smart Cities / Digital Twins Professional Services. Here to read, learn, and connect.
Tower Hamlets Archive... @LBTHArchives
7K Followers 2K Following Tower Hamlets Local History Library & Archives • Free public access to collections documenting the histories of London's East End • Related events & exhibitions
Community Notes @CommunityNotes
1.2M Followers 0 Following Empowering users to create a better-informed world. We're open source and data is publicly available: https://t.co/Te3IjR10Ix Q? Reply/DM
Justin Lebbon @JustinLebbon
2K Followers 906 Following Founded Hubble Media. Co-Founder and Director of Mediatel Events. I run events. Publish stuff. Topics: TV/Video; Advertising; Brands and other nonsense.
Invisible Thread @Invis_Thread
45 Followers 16 Following Creating impactful experiences with the magic of immersive design.
Uncle Pete @UnclePeteDrinks
17 Followers 7 Following Cocktail videos from https://t.co/BPHPOaEHLy Uncle Pete
Tyler Denk 🐝 @denk_tweets
44K Followers 25K Following cofounder/ceo @beehiiv. former product at youtube, morning brew. creator of @bigdeskenergy 🕺🏽
Missy 🧜🏻♀�... @PlainOleMissy
1K Followers 752 Following Resident Community Trash. Autistic mermaid disguised as a fairy disguised as a human. Obsessed with Overwatch. HIRE ME. she/they @adorablecyborg.bsky.social
Team Katie @TeamKatiePorter
1.1M Followers 92 Following Working hard to elect @katieporterca, a minivan-driving single mom, former Member of Congress, and consumer advocate, to be California's next governor.
Katie Porter @katieporterca
536K Followers 417 Following Irvine mom & Consumer Protection Attorney. Former Congresswoman for #CA47. Running to be California's next Governor.
Anders Erickson @anderserickson_
3K Followers 74 Following Bartender. Classic cocktail recipes and tip videos on YouTube.
Val Vacante @valvacante
4K Followers 3K Following Top 25 Women in Tech. @dentsuUSA. @SXSW Advisory Board. @FastCoBoard. @Collabsco. Fan of tech, culture, design + running slightly fast✨
Skreens @OfficialSkreens
764 Followers 233 Following Skreens' groundbreaking tech empowers live cloud video production and distribution by content owners with hyper-personalized experiences cost effectively.
Dermot Ward @chizmund
18K Followers 2K Following Irish Actor | Co-host of @substantialmeal podcast | TRYer on @thetrychannel | https://t.co/ur727XKpEY | https://t.co/ZvzpcgWZSR
Ryan Reynolds @VancityReynolds
20.6M Followers 2K Following owner: @aviationgin - @MintMobile - @maximumeffort - @Wrexham_AFCbibimiller @bibimiller
58 Followers 190 Following
Tom Hogan @tomhogan4
235 Followers 245 Following V.P. of Marketing and Business Development for Information Today, Inc., Tech Publisher and Conference organizer, @econtentmag, @streamingmedia, @crm
cutecats386 @cutecats386
77K Followers 20 Following
Insane Content @onlineinsane
184K Followers 81 Following Hysterical posts on the internet @Roobet | DM Promos
Pick Up Lines 🤣 @pickuplinesonig
131K Followers 158 Following on a scale from 1 to 10 you’re a 9 and I’m the 1 you need. Instagram: Pickuplines (DM for credit or removal)
animals every hour @hourly_animal
9K Followers 0 Following posting cute animal media every hour | dm us for credit or removal
Today Years Old @todayyearsold
1.1M Followers 106 Following Your source for the latest trends, discoveries, and most shocking truths & little-known facts about the world. 🚀 DM us your findings!
mohit @kneurd
862 Followers 5K Following PhD student @IITalk @cimec_unitrento, ex - @EMBLRome, @HopkinsNeuro
Greg Truax @gregtruax
104 Followers 212 Following
shirts that go hard @shirtsthtgohard
1.3M Followers 944 Following Check the link in bio to shop our shirts :) Designs I sell are my own. DM for credit! I tag original creators whenever possible. We’re @/goodshirts on IG!
Tim Grayson @Timothy_Grayson
2K Followers 312 Following Head of Media @Tech_Record, Poet-In-Residence @BelvoirCastle, Grappler (est. 2009), Gamesmith (Tatakai) & King of the unimaginative Twitter bio.
Fuck You I Quit @fuckyouiquit
448K Followers 634 Following The labor market is a mess. Here to show you why. Highlighting workers conflict with poor management, corporate greed, bad business, and the economy.
Tim Key @timkeyperson
114K Followers 499 Following https://t.co/l0Froz8WYB BALLAD OF WALLIS ISLAND streaming now 🏝️L.A. BABY! out now 📖 LOGANBERRY on tour now 🍇
Sally Phillips @sallyephillips
74K Followers 4K Following Official account of actor Sally Phillips. Enthusiastic about Finland, seriously over having a serious side.





























