OpenAI vs ANI: Why ‘hallucinations’ are unlikely to go away soon

Share This Post

[ad_1]

Microsoft-backed OpenAI is no stranger to lawsuits. The soaring reach of its large language model (LLM)-based chatbot, ChatGPT, has continually rattled media houses, artists, and content creators across the world, prompting them to initiate legal action for copyright infringement. They argue that OpenAI is illegally scraping their high-quality and original data to train its models, and profiting from the exercise without remunerating them.

OpenAI faces multiple lawsuits for copyright infringement—13 in the US, two in Canada and one in Germany. However, in a first, an Indian news agency, ANI, has sued OpenAI—not just for copyright infringement but also for allegedly tarnishing its reputation by attributing fabricated news to it. The Delhi high court, which issued a summons to OpenAI on Tuesday, has appointed an amicus curiae (legal term for ‘friend of the court’) to assist in the case, and has scheduled a January hearing.

OpenAI typically counters copyright violation allegations by arguing that there’s no monopoly on facts, and that copyright laws protect only expressions and not facts. In ANI’s case, it added that the news agency had not provided proof of ChatGPT reproducing copyrighted material. The company cited similar lawsuits abroad, none of which resulted in copyright violations, and claimed jurisdictional irrelevance since its servers operate outside India. Incidentally, copyright violation cases have also been filed by global publishing houses against other tech companies, including Microsoft, Anthropic and Perplexity.

OpenAI, though, is yet to address the issue of fabricating news, and wrongly attributing it to ANI.

LLMs, as we know by now, operate by anticipating probable words following a given text sequence, drawing from a vast pool of examples from their training corpus. Simply put, they are next-word prediction engines, which also explains why they “hallucinate” or throw up false information at times or wrongly attribute data to non-existent sources.

ANI is just a case in point. On 9 June 2023, OpenAI was sued by Georgia radio host Mark Walters, too, when he discovered that ChatGPT was spreading false information about him. A technologist, Jeffery Battle, sued Microsoft after Bing’s integration with ChatGPT falsely linked him to a convicted terrorist, claiming reputational harm due to misattribution.

Newer models have fewer hallucinations, but the problem is unlikely to disappear.

The fact remains that LLMs and LLM-powered chatbots are trained on humongous volumes of data. ChatGPT-3.5, for instance, was trained on 570GB of text data from the internet containing hundreds of billions of words, including text harvested from books, articles, and websites, including social media, following which these chatbots generate new content like text, images, videos, code, etc., with natural language prompts. That said, as explained in New York Times’ 69-page suit, this content is produced by journalists who not only spend considerable time and effort reporting pieces, but also review the articles for accuracy, independence, and fairness.

NYT added in its suit that it depends on its exclusive rights of reproduction, adaptation, publication, performance, and display under copyright law to resist these forces. Simply put, it wants to be paid for the copyrighted content that AI-powered chatbots like OpenAI and Bing Chat have been allegedly reproducing verbatim in many cases. It appears to be a fair demand given the loss of advertising and affiliate referral revenue, other than the “free-riding on The Times’s significant efforts and investment of human capital to gather this information”. 

Also Read: Mint Primer: What if ChatGPT’s AI search engine clicks with users?

Avoiding lawsuits

OpenAI, meanwhile, is attempting to avoid potential lawsuits by entering into licensing agreements with many publishers. For instance, it signed a deal this May to access current and archived content from News Corp’s major publications. It has also struck a deal with Conde Nast for content from the publisher’s brands.

Big tech companies like OpenAI and Meta have also got some reprieve in the courts in specific cases of copyright violations but the courts are yet to address whether or not the unauthorised use of material scraped from the internet to train AI models infringes copyrights on a massive scale.

And while there are no injunctions on ChatGPT as yet, the outcome of its pending suits will define how foundational models and LLMs are shaped going forward, failing which they will continue to be hauled over the coals and be viewed with suspicion and mistrust.

Also Read | Mint Explainer: What OpenAI o1 ‘reasoning’ model means for the future of generative AI

[ad_2]

Source link

Related Posts

Online Gaming Platform Shutdown Scams: A Warning Report

The world of online gaming is filled with exciting...

The Best Apps for Mobile Live Video Broadcasting

Why Mobile Live Broadcasting Keeps GrowingMobile live video broadcasting...

Dive Into New Challenges and Win Big

Embrace the Excitement of Overcoming Challenges and Achieving Great...

Portal Breakers Enter the Fractured Universe

The universe is far larger and stranger than most...

Adios, Windows: These alternatives make switching from Microsoft easy

If you can’t install Windows 11 on your...
- Advertisement -spot_img
Slot Gacor Slot777slot mahjongslot mahjongjudi bola onlinesabung ayam onlinejudi bola onlinelive casino onlineslot danaslot thailandsabung ayam onlinejudi bola onlinesitus live casino onlineslot mahjong waysbandar togel onlinejudi bolasabung ayam onlinejudi bolaSABUNG AYAM ONLINESABUNG AYAM ONLINEJUDI BOLA ONLINESABUNG AYAM ONLINEjudi bola onlineslot mahjong wayslive casino onlinejudi bola onlinejudi bola onlinesabung ayam onlinejudi bola onlinemahjong wayssabung ayam onlinesbobet88slot mahjongsabung ayam onlinesbobet mix parlayslot777judi bola onlinesabung ayam onlinesabung ayam onlinejudi bola onlinelive casino onlineslot mahjong waysjuara303juara303juara303juara303juara303juara303juara303juara303SV388Mix ParlayBLACKJACKSLOT777Sabung Ayam OnlineBandar Judi BolaAgen Sicbo Online
agen sabung ayamslot mahjong gacorsabung ayam onlinejudi bola onlinelive casino onlineslot mahjongsabung ayam onlinejudi bola onlinelive casino onlineslot mahjongslot mahjongsabung ayam onlinescatter hitamlive casino onlinemix parlaysabung ayam onlinelive casinomahjong waysmix parlaysabung ayam onlinelive casinomahjong waysmix parlaySBOBETSBOBETCASINO ONLINESBOBETSBOBET88SABUNG AYAM ONLINESBOBETagen judi bolalive casino onlinesabung ayam onlinejudi bola sbobetsabung ayam onlineSabung Ayam OnlineJudi Bola OnlineAgen Live Casino OnlineMahjong Ways 2Sabung Ayam OnlineJudi Bola OnlineAgen Live Casino OnlineMahjong Ways 2Sabung Ayam OnlineJudi Bola OnlineAgen Live Casino OnlineMahjong Ways 2slot gacorjudi bolamix parlayjudi bolasv388SABUNG AYAM ONLINELIVE CASINO ONLINEJUDI BOLAMAHJONG WAYSSLOT MAHJONGJUDI BOLA ONLINELIVE CASINO ONLINESABUNG AYAM ONLINE
SABUNG AYAM ONLINESABUNG AYAM ONLINEJUDI BOLA ONLINEJUDI BOLA ONLINESABUNG AYAM ONLINESABUNG AYAM ONLINESABUNG AYAM ONLINESABUNG AYAM ONLINEjudi bola onlinesabung ayam onlinelive casino onlinesitus toto 4djudi bola onlinejudi bola onlinesabung ayam onlinelive casino onlinejudi bola onlinemix parlaysbobet88sv388sbobet mix parlayws168sbobet88sv388sv388sbobet88sabung ayam onlinejudi bola onlinesabung ayam onlinesbobet mix parlaysabung ayam onlinejudi bola onlineslot gacorsabung ayam onlinejudi bola onlinelive casino onlineslot mahjong waysjuara303juara303juara303juara303juara303juara303juara303juara303juara303juara303juara303juara303juara303juara303juara303juara303SV388Mix ParlayLive Casino OnlineSitus Slot GacorSV388SBOBET WAPBlackjackPragmatic PlaySV388Judi Bola OnlineBlackjackKakek ZeusSV388Mix ParlayAgen BlackjackSlot Gacor Onlinesabung ayam onlinejudi bola onlinesabung ayam onlinejudi bola onlinejudi bola onlinejudi bola onlinejudi bola onlinesabung ayam onlinejudi bola onlineslot mahjong wayssabung ayam onlinejudi bolaslot mahjonglive casino onlinesabung ayam onlinejudi bola onlineslot mahjong gacorsitus toto togel 4Dsabung ayam onlinesitus toto togel 4Dsitus live casinojudi bola onlinesitus slot mahjongjudi bolasabung ayam onlinesabung ayam onlinemahjong wayssabung ayam onlinejudi bolasabung ayam onlinejudi bola
judi bola onlinejudi bola onlinejudi bola onlinejudi bola onlineJUDI BOLA ONLINESBOBET88JUDI BOLA ONLINEJUDI BOLA ONLINESV388Judi Bola OnlineBlackjackKakek ZeusSV388SBOBET WAPAgen BlackjackSlot Gacor Onlinejuara303juara303juara303juara303juara303juara303juara303juara303judi bola onlinejudi bola onlinejudi bola onlinesabung ayam onlinejudi bolasabung ayam onlinesabung ayam onlinejudi bola onlinesitus live casino onlineslot mahjong wayssabung ayam onlinesitus live casinojudi bola onlinedexel
Slot Mahjong Waysslot danaslot danaslot danasabung ayam onlinesabung ayam onlineJUDI BOLA ONLINESV388Mix ParlayAgen Casino OnlineSLOT777Sabung Ayam OnlineAgen Judi BolaLive Casino Onlinesabung ayam onlinesabung ayam onlinejudi bola onlineslot mahjong wayssabung ayam onlinejudi bola onlinesitus live casino onlineagen togel onlineSabung Ayam OnlineJudi Bola OnlineSlot MahjongBandar togelSabung Ayam OnlineJudi Bola Onlinejudi bola onlinejudi bola onlinesabung ayam onlinelive casino onlineJUDI BOLA ONLINESBOBET88JUDI BOLA ONLINEmix parlaymix parlaylive casinosabung ayam onlinemix parlayslot danaslot mahjongslot mahjongjudi bolaMAHJONG WAYS 2SABUNG AYAM ONLINELIVE CASINO ONLINESABUNG AYAM ONLINESBOBETLIVE CASINO ONLINESLOT MAHJONG WAYSSABUNG AYAM ONLINEMIX PARLAYSABUNG AYAM ONLINESABUNG AYAM ONLINEWALA MERONWALA MERONSITUS SABUNG AYAMSITUS SABUNG AYAMjudi bola terpercayaSabung Ayam Onlinemix parlaySabung Ayam OnlineZeus Slot GacorSitus Judi BolaSabung Ayam Onlinesitus sabung ayamSlot MahjongSV388SBOBET88live casino onlineslot mahjong gacorSV388SBOBET88live casino onlineslot mahjong gacorSabung Ayam OnlineJudi Bola OnlineCasino OnlineMahjong Ways 2Sabung Ayam OnlineJudi Bola OnlineLive Casino OnlineMahjong Ways 2judi bolacasino onlinesv388sabung ayam onlinejudi bola onlineagen live casino onlinemahjong waysLIVE CASINOJUDI BOLA ONLINESABUNG AYAM ONLINESITUS BOLASV388LIVE CASINO ONLINESLOT QRISSABUNG AYAM ONLINEMIX PARLAYMIX PARLAYJUDI BOLA ONLINESLOT MAHJONG
Mahjong Ways 2mahjong ways 2indojawa88daftar dan login wahanabetCapWorks Official ContactAynsley Official SitedexelHarifuku Clinic Official AccessNusa Islands Bali Official PackagesTrinidad and Tobago Pilots’ Association Official About PageNusa Islands Bali Official ContactCapworks Official SiteTech With Mike First Official SiteSahabat Tiopan Official SiteOcean E Soft Official SiteCang Vu Hai Phong Official SiteThe Flat Official SiteTop Dawg Tavern Official SiteDuhoc Interlink Official SiteRatiohead Official SiteMAN Surabaya E-Learning Official SiteShaker Group Official SiteTakaKawa Shoten Official SiteBrydan Solutions Official SiteConcursos Rodin Official SiteConmou Official SiteCareer Wings Official SiteMontero Espinosa Official SiteBDF Ventura Official SiteAkura Official SiteNamulanda Technical Institute Official Sitemenu home roasted coffeetosayama academy workshopjudi bola onlineContactez le Monaco Rugby Sevens - Club Professionnel à 7Virtual Eco Museum Official Event 2025DRT Seitai Official Contacta leading company in UWB technology development