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Forbes dafa xamle ni ChatGPT dafay wane ni ab kàngam ci 3M tabaxee xalaatu responsabilite

Forbes dafa wax ni benn ekspeer ci 3M dafa jëfandikoo ChatGPT ngir bind benn xalaat buy fexe wane ni sosete bi amul benn njuumte ci padd bu faat bakkan ci Houston. Done bu gaaw bi dafa nekkoon firnde ci àtte ba, di wane risk yi ci wàllu tëddee, xool ndax dëgg la, nëbb ak gis-gis.

6 min readRead the original reporting
Source-provided image accompanying Forbes reports ChatGPT prompts exposed how a 3M expert built a liability opinion
Rapport buñ joxSource biñ enregistre
Siiwalkat
forbes.com
Lëkkalekaayu cosaan
forbes.comhttps://www.forbes.com/sites/larsdaniel/2026/08/26/expert-witness-asked-chatgpt-to-show-0-fault-the-wrong-way-for-experts-to-use-ai/
Xeetu balluwaay
Reportage ci ab këru xibaar — du këyitu pàrti bu njëkk.

Li nu mënuwoon firnde sunu bopp: Lii ñuy wax ci outlet biñ wax moo ko waral. Saytu nu ko ci këyitu pàrti bu njëkk bi. (forbes.com)

KontekstXam lii ci 60 seconde

Tambalil fii

Term yu am solo

AI bu sosal
Sistem IA yiy defar ëmbiit yu bees yu melni mbind, nataal, audio, wideo wala kod.
laaj
Tegtal yiñ dugal ak muy tekki biñ jox xeetu generatif bi.
Far
Modèlu njuumte bu dëppoo wala ñàkka yamale ci done wala ci doxalinu model.
Nattal sa boppQuiz ci ethique IA

Lu xew

Forbes dafa xamle ni Josh Autenrieth ingénieur bi dafa jëfandikoo ChatGPT bi muy waajal xalaatu eksper ngir 3M ci àtteb padd bu amoon ci Houston ci 2020. Sunu sukkandikoo ci Forbes, plaintiffs yi jot nañu 365 xët ci laaj ak tontu yu wuute, boole ci laaj ngir wane ni 3M 0% moo ko waral. Benn jury bu Harris County gisna ni Watson Grinding moo ko waral 70 ci teemeer boo jél ak 3M 30 ci teemeer boo jél, ñu jox $61.5 milyoŋ 24 dëkk kat ak boroom liggéey. Forbes neena 3M àndul ci atte ba te mingi waaja appel. Leeral yooyu amul benn firnde ci dokimaa yiñ jëlee.

Forbes neena tuuma bi mungi topp ap padd bu amoon ci 24 Saŋwiye 2020 ci Watson Grinding ak Defar ci Houston. Rapoor bi neena gaasu propylene bi mungi sacc ci benn hose kawsu bu jeex, mu dajaloo daa di kalaate, faat ci ñaari ligeeykat ak kenn ku dëkk ci pegg yi, yaxxate ay junni kër. Forbes dafa wax ci Amerique. Rapport bu mujj bu waa kuréel giy saytu kaaraange chimik ak loraange yi, dafa wane ni hose bi daa yàqu ba noppi daanu bu baax, benn vanne buy tëj loxo tëjoowul, ba noppi benn sistem buy gis gaz bi otomatik, alarm, ventilatëru exhaust ak sistem buy tëj gaz bi nekkul woon luy dox. Dëkk kat yi, njaboot yi ak entreprise yi dañu tuumal Watson Grinding ak 3M di wax ni 3M deful sistem biy gis gaz bi nimu waree.

Forbes dafa wax ni 3M dafa jël Josh Autenrieth, ab ingénieur ci KnightHawk Engineering, ngir mu joxe xalaat bu lalu ci xam ndax liggéeyu 3M méngoo na ak ni ñu koy toppatoo. Forbes neena Autenrieth dafa yebbi cv-am ak ay téemeeri dosiye ci ChatGPT ba noppi wax sistem bi ni dafa soxla wane ni 3M matna anam wi ñu koy toppatoo. Ginaaw loolu ñu laaj ChatGPT mu defar benn rapoor buy jàppale 3M, weddi eksper bi ko doon xeex, wane ni 3M "0% ci njuumte la." Forbes neena benn weccoo bu 16 simili ak 57 sikon defarna benn rapoor bu am 14 xaaj ak turu Autenrieth ci kaw.

Sunu sukkandikoo ci Forbes, dafa njëkka wax ci projet bi ni 3M moo "0% responsable" ci explosion bi, waaye ñu dindi làkk woowu ci ganaw. Forbes neena Autenrieth itam dafa yebbi benn nataalu benn detector gaz ba noppi laaj ChatGPT mu xamme limu doon xool, laaj ndax beneen wàll bi dina ñaawlu cv-am, ba noppi jëfandikoo model bi ngir xoolaat ay projet. Rapport bi dafa wax ni poñ yi mujjee ChatGPT joxe benn ci ay projetam mooy 97 ci kaw 100. Ci seedeem, Autenrieth neena AI jàppale nako tabax "nit ku ñax", ci noonu la awokaa ñiy tuumal wax ni 85 ba 90 ci teemeer boo jél ci rapoor bu 30 xëtt bi ci model bi la joge. Forbes dafa wax ni Autenrieth nanguwul xayma boobu, mu tontu, "Soo waxee loolu."

Forbes neena ci weeru ut bi ap juri bu Harris County gisna ni Watson Grinding moo ko waral 70 ci teemeer boo jél ak 3M 30 ci teemeer boo jél, ñu jox $61.5 milyoŋ 24 dëkk kat ak borom ligeey. Rapport bi dafa wax ni atte bi dafay wax ci àtte boobu kese, te 3M mingi waaja appel. Forbes neena itam ni awokaa plaintiffs yi jël nañu dokimaa yu 365 xët yi ci gis-gis bi ba noppi jëfandikoo ko ngir laaj Autenrieth ci kanamu jury bi. Source bi mënul xool boppam ci këyitu àtte yi, transcription àtte bi wala tegtali pàrti yi ginaaw kontu Forbes ak joxe ko ci 404 Media.

Ay leeral ci cosaan: forbes.com ↗

Lu tax mu am solo

Lii dafay wane ni sistemu IA bi muna amalee ay firnde ci njeexte bu jëfandikukat bi joxe, ci noonu muy wane itam ni ay laaj, yebbi ak bind yuñ defar muna bokk ci dosiye yoon yi. Forbes dafa wax ni benn ChatGPT session bi dafa xamme "0% responsable" ni vulnérable suñu ko laajee mu nekk ab àttekat. Episode bi defay yekketi ay laaj yu am solo ngir seede yu xarañ yi, awoka yi ak yeneen ligeeykat yuy jëfandikoo juntuwaay yu bees yi ci ay ligeey yu am solo.

Jafe-jafe bi gëna mag du ni ab kàngam jëfandikoo chatbot rek, waaye ni liggéey biñu xamle dafa tàmbali ci njeexte liñ bëggoon. Forbes neena Autenrieth laaj na ChatGPT mu wane ni 3M amul benn njuumte balaa ñuy joxe jàngat bi ni xalaatu kàngam. Yooyu toppalante mën nañu ñaax sistem bi mu tànnee, tënk wala defar mbir ci anam wuy jàppale position biñ joxe. Dafay tax itam liggéeyu eksper bi am solo: laaj yi mën nañu wane ndax jàngat bi tàmbali na ci firnde wala ci kàddu.

Forbes dafa wax ni ChatGPT xamul ñakk kattan gi ginaaw biñu ko santaane mu nekk ab àttekat. Ci anam yooyu, dañu wax ni model bi dafa wax ni "0% responsable" lu yomb la woon, ni eksper bi warul nuru avocat buy joxe njuumte ci yoon, te zero pursaa ci jury-allocation conclusion la woon, du conclusion ingénieur. Contrast bii dafay wane ni model bi mën na aju bu baax ci kaadar liggéey bi. Firndewul ni benn model moom boppam gëmloo benn ci ñaari pàcc yi, te balluwaay bi joxewul benn firnde ni ñaawtéefi model bi matna wala wóor.

Episode bi dafa am njeexital yu gëna yaatu ci wàllu lim liggéeykat. Forbes dafa wax ci gëstu bu Anthropic ci sycophancy, di fësal ni nit ñi dañu bëgg di tàggat nit ñi ngir neexal tontu yu méngoo ak jëfandikukat yi, ba noppi wax ci benn jàngat bu Science ci 11 xeetu IA yu wane ni sistem yi dañu firndeel jëfi jëfandikukat yi 49% lu ëppu lu nit ñi def ci moyenne. Forbes neena tontu yu neex yi yokk nañu wóolu jëfandikukat yi ak wóolu model bi. Source bi firndewul ni li ñu gis mën na leeral directement ChatGPT's behaviour ci mbir mii, waaye daf leen di wane ni muy lu am solo ci li waral firnde-seetu laaj mën na nekk risk ci wàllu yoon, ingenieur ak yeneen liggéey yu am solo.

Interactive Mechanism

Mekanism buy weccoo xalaat: naka lay doxee

Saytu xarala yu bees yi ci ginaaw yokkute bii ci anam wu weccoo xalaat.

Thinking Budget (Test-Time Tokens):1,024 tokens
Complex Accuracy79%Math & Code Logic
Latency3.2sTime to first full output
Inference Cost$0.0092Per query estimated
Reasoning StyleStep VerificationInternal chain depth
Active Thinking Trace:
1Deconstruct user problem into formal constraints
2Propose candidate hypotheses & step-by-step calculation
3Self-correction: Backtrack and refute subtle edge cases
4Exhaustive consistency check & final output synthesis
Core takeaway: Test-time compute fundamentally changes AI economics. Instead of only scaling during pre-training, giving reasoning models more tokens at inference time allows them to systematically solve PhD-level STEM problems.
Saytu konsept buy weccoo xalaat+10 Points
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Li nga wara seetaan ci topp

Xoolal ndax appéel bi dina soppi atte bi mbaa mu defar yeneen atte ci ligeeyu eksper bi IA jàppale. Liggéeykat yi dañu wara xool itam ni àttekaay yi, àttekat yi ak sàrti jëflante yi di doxalee ci wàllu kumpa, sàmm, fësal ak gis ay laaj ak ay génne. Source bi waxul ndax ChatGPT amna njeexital ci dogal bu jury bi, ndax dokimaa yu gaaw yi matnañu, wala ndax benn àttekaay gis na benn njuumte bu jëm ci sàrti liggéey.

Laaj bi ci saasi mooy lan mooy xew ci appel bi. Forbes neena 3M àndul ak atte bu Harris County te mingi waaja def appel, waaye surnaal bi joxeewul benn dosiye appel, yoon wala kalendriye. Beneen yoon mën na leeral ni ñuy jëfandikoo àtte ba ak ndax jëfandikoo eksper bi ci ChatGPT nekk na jafe-jafe bu mat sëkk. Woykat bi waxul ni jury bi dafa sukkandikoo ci laaj yi, ni tribunal bi daanel Autenrieth, wala ni atte bi mungi sukkandiku ci jëfandikoo juntuwaay yu bees yi.

Tribunaal yi ak awoka yi munnañu jano ak ay laaj yu wéy ci wallu jëfandikoo ay mbir yu jëm ci IA ci gis-gis yi. Forbes neena dokimaa yu gaaw yi defar nañu ko ba noppi jëfandikoo ko ci àtte ba, ba noppi digal boroom xam-xam yi ñu liggéey ni ñu mëna seet ay laaj, yebbi, genn ak ay metadone. Li am solo buñu xamul mooy ndax dokimaa yiñ ci laaj yépp dañu leen denc, ban sañ-sañ lañu jox ngir yebbi dosiye yu nëbbu yi, ak ni ñuy jëfandikoo ay dosiye yuy aar, ay sàrti fippu wala ay sàrti àttekaay. Ki ñu joxe xibaar bi tontuwul laaj yooyu.

Standard bi Forbes digle mooy ñu jël xalaatu eksper bi ci këyit yi, done yi, sitweb bi, aparey bi ak sàrt yiñ tëral balaa ñuy jëfandikoo benn model; ba noppi nga jëfandikoo IA ngir tënk, xool xayma yi, gëna mëna bind ci làkk wu yomb wala nga werante xalaat yi. Bépp dëgg buñu delloo, sitaasioŋ, xayma ak sitaasioŋ dañu wara ba leegi ñu saytu ko ci dokimaa yu njëkk ya, fekk xalaati xarala yi dañu wara nekk ñu wuute ak conclusions legal yi. Ndax jëf yooyu dinañu nekk ay sart yu mat sëkk xamuñu, ni ko rapoor yu mel noonu yu ñu jappale ci juntuwaay yu bees yi am nañu ci ay dosiye yu am solo.

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