What do LLMs say about newspaper companies and Mastodon? – Manila Bulletin
Been playing (aka wasting time) with ChatGPT andPerplexity.aifor quite sometime and thought of what can it produce when asked whether newspapers should or should not spin up their own Mastodon instance. Here are the results from these two companies that use large language models (LLMs):
OpenAI's ChatGPT says:
"Mastodon, a decentralized social media platform, is gaining popularity as an alternative to larger social media platforms like Twitter and Facebook. As such, newspapers are considering whether they should spin up their own Mastodon instance. Here are the advantages and disadvantages of this approach:
Advantages:Increased control: By hosting their own Mastodon instance, newspapers have complete control over the content that is shared and the users that engage with the content.Audience engagement: Mastodon provides a more personalized way for newspapers to engage with their audience and build a stronger relationship with them.
Decentralization: By hosting their own instance, newspapers can contribute to Mastodon's decentralized nature and ensure that the platform remains open and accessible to all.Privacy: Mastodon is designed to prioritize privacy and data security, ensuring that users' data is protected and newspapers are not subject to privacy concerns.
Disadvantages:Limited audience: Mastodon still has a relatively small user base compared to larger social media platforms, which could limit the audience for newspapers that host their own instance.Cost: Running and maintaining a Mastodon instance can be expensive, especially for smaller newspapers with limited resources.Technical expertise: Hosting a Mastodon instance requires technical expertise and knowledge of the platform, which could be difficult and expensive for newspapers to obtain.Fragmentation: Mastodon's decentralized nature means that there are many different instances, each with their own set of rules and regulations. This could make it difficult for newspapers to reach a wide audience and could lead to a lack of consistency in the content that is shared.In conclusion, hosting a Mastodon instance provides increased control and audience engagement for newspapers, while contributing to the platform's decentralized nature and prioritization of privacy. However, it comes with a limited audience, high costs, technical expertise requirements, and fragmentation. Newspapers must carefully consider their goals and resources before deciding whether to host their own Mastodon instance or stick with more established social media platforms."
And here's whatPerplexity.AIsays:
"Mastodon is a decentralized social network that allows users to create their own instances. Newspapers can spin up their own Mastodon instance to have more control over their content and build a community around their brand. One of the main advantages of creating a Mastodon instance is that it allows newspapers to have complete editorial control over what stories are told and how they are presented. This can be especially important for newspapers that want to focus on niche topics or cater to specific audiences. Another advantage is that it allows newspapers to build a community of readers who are interested in their content and engage with them directly. However, creating a Mastodon instance requires technical expertise, and it can be difficult to attract users to a new instance. Additionally, Mastodon is still a relatively new platform, and most users are already part of established instances. Newspapers should carefully weigh the pros and cons before deciding whether or not to create their own Mastodon instance."
Note that I asked both to produce a concise version.
Are the results correct and accurate? Well, not quite. It basically got the decentralization, increased control over the content, and cost of running an instance (including technical expertise) correct (but you can pay for a managed hosting service for this). The others, well, just prove that LLMs are not intelligent-does not know where to pull data about how federation works, i.e., you don't need users to be on the same instance to interact with them. This means that there aren't that many articles written about federation and decentralization, enough for the LLMs to digest and update its model, ergo just like a parrot.
Newspaper companies, instead of paying to get verified, should consider having their own Mastodon (or Misskey or Calckey) instance, if and only if, they value complete editorial control of their content (and complete control of how they store their data) over other things popular social media companies, like Facebook and Twitter, provide.
Growing the number of readers should not be an issue, specially when you are sure that your posts are not being rate-limited by algorithms designed to push for more advertisements in favor of the social media company. Just how did their followers increase to start with? NO different on the federated universe, IMHO.
I'd say NOW is the time to seriously look into this and decide. Freedom of the press should not be dependent on some algorithm that maximizes profit for the platform. If newspaper companies treat Facebook, Twitter and Tiktok as distribution platforms (worse with algorithms that determine who to show their articles to), then why ignore the reach of the federated universe (Mastodon, Misskey, Calckey, Pleroma, Pixelfed, PeerTube, Micro.blog, WordPress, Flipboard, and soon, hopefully, Tumblr and Flickr, too), right?
Go here to see the original:
What do LLMs say about newspaper companies and Mastodon? - Manila Bulletin
- The Power Game and Decentralization Debate in Cutting-Edge AI: From the Fable 5 Ban to the Future of DeAI - PANews - June 17th, 2026 [June 17th, 2026]
- Calgary's Drop-In Centre is considering decentralization to accomodate an increase in complex cases - Yahoo News Canada - June 12th, 2026 [June 12th, 2026]
- Base launches Azul on mainnet, pushing Coinbase's Ethereum L2 toward full decentralization - The Block - May 29th, 2026 [May 29th, 2026]
- Operationally Detached: Why Decentralization, Not Consolidation, Is the Future of U.S. Army Special Forces - Irregular Warfare Initiative - May 29th, 2026 [May 29th, 2026]
- How important is decentralization to investors in the crypto market? - CoinPro.ch - May 29th, 2026 [May 29th, 2026]
- President Boakai Convenes 20th Cabinet Meeting, Raises Alarm on Citizens Welfare Abroad, Security Threats, and Decentralization Drive. - The Executive... - May 29th, 2026 [May 29th, 2026]
- New National Decentralization Policy 20262030 and what it means for governance | 24-05-2026 - Modern Ghana - May 27th, 2026 [May 27th, 2026]
- The Decentralization of Money: Building the Internet Capital Market on Solana with Catherine Gu - TRM Labs - May 11th, 2026 [May 11th, 2026]
- Decentralization in the Real World: Security, Politics, and Purpose on Stellar - Stellar - May 11th, 2026 [May 11th, 2026]
- REALITY CHECK | Why DeFi is Increasingly Moving Toward Permissioned Structures and Controls Over Ideological Decentralization - BitKE - May 11th, 2026 [May 11th, 2026]
- Loudmouth: Wall Street changed Bitcoin, but the fight for decentralization is not over - Cryptonews.net - May 11th, 2026 [May 11th, 2026]
- What Role Does Blockchain Infrastructure Play in Prediction Markets, and Is Decentralization Still a Competitive Advantage? - KuCoin - April 25th, 2026 [April 25th, 2026]
- Inside the $71 million freeze on Arbitrum that has the crypto world questioning what decentralization really means - CoinDesk - April 25th, 2026 [April 25th, 2026]
- Vitalik: Decentralization is not a feature of Ethereum, but rather the reason for Ethereum's existence. - PANews - April 25th, 2026 [April 25th, 2026]
- Beyond 33%: The inspiring rise of women in rural decentralization - Counterview - April 25th, 2026 [April 25th, 2026]
- President Boakai Launches Ministry of Local Government, Dedicates Decentralization Building; Urges Liberians to Forget the Past and Turn on the Light... - April 25th, 2026 [April 25th, 2026]
- Arbitrum Freezes $71 Million in ETH Linked to KelpDAO Hack, Raising Decentralization Concerns - Techloy - April 25th, 2026 [April 25th, 2026]
- Subcutaneous Drug Delivery Devices Market To 2035: Growth Fueled by Decentralization from Clinical to Home Care - News and Statistics - IndexBox - April 19th, 2026 [April 19th, 2026]
- Decentralization: the bill would strengthen the powers of the prefects. - Agence Bretagne Presse - April 19th, 2026 [April 19th, 2026]
- The Evolution of Traditional Finance: Origins, Modern Bottlenecks, and the Shift to Decentralization - KuCoin - April 17th, 2026 [April 17th, 2026]
- Rising power costs push bitcoin decentralization abroad as mining moves - The Cryptonomist - April 17th, 2026 [April 17th, 2026]
- Justin Sun Denounces Trump-Linked World Liberty Financial's Actions: 'This Is the Opposite of Decentralization' - Bitcoin.com News - April 12th, 2026 [April 12th, 2026]
- Cardano Founder: Midnight Decentralization Started from Day One - CryptoRank - April 12th, 2026 [April 12th, 2026]
- News Explorer BitTensor TAO Token Dives as Departing AI Builder Alleges 'Decentralization Theater' - Decrypt - April 12th, 2026 [April 12th, 2026]
- TAO Tanks 20% as Major Subnet Developer Accuses Bittensor Founder of 'Decentralization Theatre' - thedefiant.io - April 10th, 2026 [April 10th, 2026]
- Covenant AI Calls Bittensor Decentralization Theatre, Exits Network as TAO Falls 15% - unchainedcrypto.com - April 10th, 2026 [April 10th, 2026]
- Covenant AI exits Bittensor over decentralization theatre, TAO drops 18% - TradingView - April 10th, 2026 [April 10th, 2026]
- 'It is decentralization theatre': Covenant AI exits Bittensor, TAO drops 15% - Cryptonews.net - April 10th, 2026 [April 10th, 2026]
- Theatre of Decentralization: Bittensor Scandal Led to the Collapse of TAO Token - incrypted - April 10th, 2026 [April 10th, 2026]
- Bill Barhydt: Bitcoin may face a capitulation event before new highs, traditional finance is irreversibly shifting to crypto, and decentralization is... - April 8th, 2026 [April 8th, 2026]
- Amending the Law on Emulation and Commendation: Increasing decentralization, avoiding rampant commendation - Laodong.vn - April 8th, 2026 [April 8th, 2026]
- BTC Day highlights Bitcoin as a symbol of freedom and decentralization, encouraging participation in related events. - MEXC - April 8th, 2026 [April 8th, 2026]
- Institutionalizing the policy of strong decentralization and decentralization for the Capital - Laodong.vn - April 8th, 2026 [April 8th, 2026]
- Comprehensive and maximum decentralization and delegation of power to the Hanoi city government - Laodong.vn - April 8th, 2026 [April 8th, 2026]
- New headquarters of the Public Defender's Office ensures the decentralization of services and expands access to Justice - Agncia Par - April 5th, 2026 [April 5th, 2026]
- The Shift from Degrees to Decentralization: How Pi Network and Web3 Are Redefining Work - mexc.co - April 1st, 2026 [April 1st, 2026]
- The Decentralization of Sino-French Aviation as Chinese Carriers Expand Beyond Paris to Drive Regional Market Dominance - Travel And Tour World - April 1st, 2026 [April 1st, 2026]
- Zuckerberg's AI CEO Agent Is the Opposite of Decentralization - Blockster - March 26th, 2026 [March 26th, 2026]
- Keone Hon: Monads successful blockchain launch, the importance of decentralization for user trust, and why outdated token gating strategies hinder... - March 26th, 2026 [March 26th, 2026]
- Citrea Foundation Forms to Advance Bitcoin Programmable Infrastructure and Decentralization - Bitcoin.com News - March 4th, 2026 [March 4th, 2026]
- Solana Decentralization Debate: Founders Startling Claim Puts Ethereum in the Spotlight - CryptoRank - March 4th, 2026 [March 4th, 2026]
- Vitalik Buterin Proposes Ethereum Block Building Decentralization via ePBS, FOCIL, and Encrypted Mempools - KuCoin - March 4th, 2026 [March 4th, 2026]
- Is Cuba Really on the Path Toward Decentralization? - havanatimes.org - January 26th, 2026 [January 26th, 2026]
- Cathedrals on Sand Part III: The Decentralization Tax in Web3-AI - Medium - January 24th, 2026 [January 24th, 2026]
- Decentralization and Federalism in Syria: Governance Tools or Pathways to Fragmentation? - The Syrian Observer - January 24th, 2026 [January 24th, 2026]
- Vitalik has proposed introducing a native DVT staking mechanism at the Ethereum protocol layer to enhance security and decentralization - Bitget - January 24th, 2026 [January 24th, 2026]
- Vitalik Buterin: Ethereum Will End Privacy Compromises And Reclaim Decentralization In 2026 - Yellow.com - January 18th, 2026 [January 18th, 2026]
- Vitalik Buterins Alternative Web Dream: 3 Ethereum DApps Reviving True Decentralization - Blockmanity - January 16th, 2026 [January 16th, 2026]
- Inside Stripes Crypto Strategy with Privy CEO: Wallets as Global Financial Accounts and the End of Decentralization Dogmas - thedefiant.io - January 16th, 2026 [January 16th, 2026]
- 2026 Cleantech Outlook: Sovereignty, Decentralization, and the "Pressure Cooker" Effect - Cleantech Group - January 14th, 2026 [January 14th, 2026]
- Ripple to SEC: Decentralization Is Too Vague Give Crypto Clear, Rights-Based Rules - Coinpaper - January 14th, 2026 [January 14th, 2026]
- University of Ibadan, Postgraduate College Provost to be Honored in Monrovia for Deepening Fiscal Decentralization program in Liberia -... - January 14th, 2026 [January 14th, 2026]
- Population Decline and Municipalities: Administrative Decentralization Has Reached Its Limits - The Japan News - January 14th, 2026 [January 14th, 2026]
- To Hyperliquid: Stop talking about "decentralization" and learn from BNB's "strong operations" - PANews - January 11th, 2026 [January 11th, 2026]
- Decentralization vs. Democracy in Crypto: Are They the Same Thing? - Hackernoon - January 11th, 2026 [January 11th, 2026]
- Effects of forestry decentralization on rural inequality in Nepal - Nature - January 6th, 2026 [January 6th, 2026]
- Pioneer Exchange Pioneering Spirit of Innovation,Freedom,and Decentralization Leads the New Era of Crypto Trading - The AI Journal - January 6th, 2026 [January 6th, 2026]
- Vitalik Buterin stresses real usability and decentralization over winning 'next meta' - The Block - January 2nd, 2026 [January 2nd, 2026]
- Vitalik Buterin Calls for Ethereum to Focus on Usability and Decentralization in 2026 - DailyCoin - January 2nd, 2026 [January 2nd, 2026]
- The Imperative of Decentralization in Blockchain Systems - OneSafe - January 2nd, 2026 [January 2nd, 2026]
- Ethereum must meet world computer test without losing decentralization - crypto.news - January 2nd, 2026 [January 2nd, 2026]
- Vitalik Buterin Urges Focus on Real Usability and Decentralization - CoinCentral - January 2nd, 2026 [January 2nd, 2026]
- Why Decentralization is the Future of Resilient Blockchain Systems - Blockmanity - January 2nd, 2026 [January 2nd, 2026]
- Vitalik: Decentralization does not lose commerciality, a "symbiotic" solution from the perspective of power balance - ChainCatcher - January 2nd, 2026 [January 2nd, 2026]
- Vitalik Buterin: Ethereum needs further improvements in decentralization and scalability to achieve the world computer vision - Bitget - January 2nd, 2026 [January 2nd, 2026]
- Togo Approves New 10-Year Decentralization Roadmap - Togo First - December 27th, 2025 [December 27th, 2025]
- Athena Bitcoin Highlights the Power of Decentralization as the World Reflects on Satoshi Nakamoto's Departure - Press & Sun-Bulletin - December 27th, 2025 [December 27th, 2025]
- Crypto Banking: Navigating Institutional Adoption and Decentralization - OneSafe - December 25th, 2025 [December 25th, 2025]
- Blackmoore announces decentralization of drivers license issuance to Portsmouth and Marigot - Dominica News Online - December 18th, 2025 [December 18th, 2025]
- Seminar on Democratic Decentralization in NE India Inaugurated at Presidency College - Ukhrul Times - December 18th, 2025 [December 18th, 2025]
- Athena Bitcoin Highlights the Power of Decentralization as the World Reflects on Satoshi Nakamoto's Departure - Ventura County Star - December 16th, 2025 [December 16th, 2025]
- Oracle Database Strategies and Support Survey: The Diversification and Decentralization Revolution - Database Trends and Applications - December 5th, 2025 [December 5th, 2025]
- Tokenization debate reveals gaps in perspectives between TradeFi and crypto on decentralization during SEC panel meeting - The Block - December 5th, 2025 [December 5th, 2025]
- How decentralization and visionary leadership drive progress| The New Times - The New Times - December 5th, 2025 [December 5th, 2025]
- Can the Future of Cryptocurrency Be Saved by Decentralization? - OneSafe - November 18th, 2025 [November 18th, 2025]
- Ethereum Foundation Introduces Trustless Manifesto to Push for Decentralization On-Chain - CryptoRank - November 18th, 2025 [November 18th, 2025]
- Realizing Shared Governance: Decentralization of Philippine Basic Education - The Asia Foundation - November 16th, 2025 [November 16th, 2025]
- Bassam Ishak: Administrative decentralization is acceptable from the Syrian Governments perspective - SyriacPress - November 16th, 2025 [November 16th, 2025]
- MegaETH CSO: Ethereum should focus on maintaining decentralization and not abandon these features for the sake of competition - Bitget - November 16th, 2025 [November 16th, 2025]
- Vitalik Buterin Champions Trustless Manifesto to Reinforce Ethereums Decentralization Ethos - Bitget - November 16th, 2025 [November 16th, 2025]