Hallucination
Hallucination output ne daga language model mai confidence amma mara tallafi ko kirkirarre - claim da ke kama da gaskiya amma ba shi da tushe a evidence da aka bayar ko a hakika. Hallucinations su ne babban risk wajen automating knowledge work, kuma grounding da cited evidence shi ne babban mitigation.
Kalmomi masu kama: AI hallucination, fabrication, confabulation, ungrounded output
Hallucination yana faruwa lokacin da iya magana ta wuce gaskiya. Saboda model yana optimize plausible continuations, zai iya samar da specific names, numbers, ko citations da ba su taba kasancewa ba. A low-stakes drafting wannan matsala ce karama; a governed work automation babban failure ne da zai iya bata decision ko trigger wrong action. Kariyar architectural ce: retrieve real evidence, takaita generation gare ta, hada citations, kuma tsara explicit path na declining ko escalating lokacin da evidence ba ta goyi bayan answer ba.