【CNMO科技】現(xiàn)在的AI工具越來(lái)越強(qiáng)大，人們開始放心地把更復(fù)雜的任務(wù)交給它們。從寫郵件、做PPT到設(shè)計(jì)應(yīng)用、生成視頻，甚至它還能幫我們上網(wǎng)搜索整理資料，大語(yǔ)言模型幾乎無(wú)所不能。但有個(gè)領(lǐng)域始終讓它們犯難——電子游戲。
AI做游戲不現(xiàn)實(shí)
今年微軟和Anthropic這兩大AI巨頭都嘗試過讓自家模型生成游戲內(nèi)容，實(shí)際效果卻遠(yuǎn)不如人們預(yù)期。這正好說明了當(dāng)前生成式AI的真實(shí)水平：雖然能力大幅提升，但遠(yuǎn)未達(dá)到無(wú)所不能的境界。
AI生成電子游戲和生成視頻面臨同樣難題——角色動(dòng)作僵硬扭曲，運(yùn)行一段時(shí)間后整個(gè)虛擬世界就開始崩壞。微軟最近推出的AI版《雷神之錘2》就是個(gè)活例子，誰(shuí)都能親自體驗(yàn)。
我試玩過很多次，體驗(yàn)簡(jiǎn)直了：扭曲變形的敵人突然閃現(xiàn)，場(chǎng)景隨著移動(dòng)不斷重組。有次剛進(jìn)新房間，轉(zhuǎn)身的功夫入口就消失了，再回頭連墻壁都換了位置。
這種光怪陸離的體驗(yàn)最多維持幾分鐘，系統(tǒng)就會(huì)崩潰重啟。運(yùn)氣不好時(shí)，游戲中途直接卡死無(wú)法操作。不過這個(gè)實(shí)驗(yàn)性作品確實(shí)值得體驗(yàn)，它直觀展示了生成式AI的潛力與局限。雖然能造出可互動(dòng)的游戲場(chǎng)景很酷，但要說AI能做出《刺客信條》這樣的3A大作，玩過這個(gè)demo的人估計(jì)都會(huì)搖頭。
科技大佬過度渲染
但現(xiàn)實(shí)是，AI造神的論調(diào)正鋪天蓋地襲來(lái)。就算你刻意回避，科技大佬們的宣言也會(huì)見縫插針鉆進(jìn)耳朵。問題在于，普通人接觸的AI信息基本來(lái)自科技公司的營(yíng)銷話術(shù)和CEO訪談，再經(jīng)過媒體添油加醋傳播。
于是我們聽到各種魔幻宣言在耳邊轟炸：
比爾·蓋茨說它能終結(jié)氣候變化和疾病，扎克伯格預(yù)言2025年AI工程師將取代人類碼農(nóng)，Shopify老板要求全員必須掌握AI技能，OpenAI掌門人放話明年就有AI員工上崗，馬斯克更危言聳聽說AI可能毀滅文明。
這些極端言論把AI包裝成救世主和終結(jié)者的矛盾體，仿佛明年我們就能用上科幻片里的超級(jí)智能。聽得多了，人們真以為上班族都在像《星際迷航》里那樣對(duì)著電腦說指令。
現(xiàn)實(shí)卻像那款扭曲的《雷神之錘2》——ChatGPT級(jí)別的AI確實(shí)是2022年的重大突破，之后出現(xiàn)的DeepSeek也令人驚喜，但面對(duì)科技巨頭鼓吹的宏大愿景，現(xiàn)有技術(shù)根本接不住?，F(xiàn)在AI的準(zhǔn)確率不夠，理解指令常出錯(cuò)，知識(shí)庫(kù)充斥著網(wǎng)絡(luò)垃圾信息，更別提上下文記憶短得像金魚。
畢竟開發(fā)3A游戲需要數(shù)百人團(tuán)隊(duì)數(shù)年心血，AI現(xiàn)在連穩(wěn)定運(yùn)行幾分鐘demo都費(fèi)勁。與其幻想AI造游戲，不如先讓它學(xué)會(huì)好好玩游戲？
AI玩游戲水平如何？
AI玩電子游戲這事還真有人試過。Anthropic家最新模型Claude 3.7 Sonnet在Twitch直播玩《精靈寶可夢(mèng)紅》兩個(gè)月了，抓精靈對(duì)戰(zhàn)是它的強(qiáng)項(xiàng)，但整體進(jìn)度連十歲小孩都不如。
最大槽點(diǎn)是速度——穿過常青森林這種基礎(chǔ)地圖，Claude要花好幾天做上千次操作。問題不在戰(zhàn)術(shù)策略，對(duì)戰(zhàn)環(huán)節(jié)它其實(shí)挺在行。真正要命的是認(rèn)路，面對(duì)像素畫面分不清哪是樹哪是房子，在月見山這種迷宮地圖里反復(fù)繞圈，有次卡在墻角死活出不來(lái)，居然以為游戲出Bug，一本正經(jīng)申請(qǐng)重啟。
更離譜的是這AI記性差。不是它不想記，而是大語(yǔ)言模型的"記憶容量"實(shí)在有限。當(dāng)存儲(chǔ)空間告急，Claude會(huì)把"去過真新鎮(zhèn)每棟房子、和所有NPC聊過天"壓縮成"去過真新鎮(zhèn)"，結(jié)果又跑回去重新探索?？偨Y(jié)起來(lái)就是：走錯(cuò)路、撞南墻、認(rèn)錯(cuò)人、忘目標(biāo)，每個(gè)決定都要反復(fù)推理。
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科技巨頭們鋪天蓋地的造神運(yùn)動(dòng)，恰似游戲世界里過度渲染的預(yù)告片。當(dāng)我們剝離營(yíng)銷話術(shù)的濾鏡，會(huì)發(fā)現(xiàn)AI的真實(shí)進(jìn)化曲線遠(yuǎn)比宣傳片平緩：Claude在像素迷宮里跌跌撞撞的身影，恰如其分地詮釋著技術(shù)突破的艱難本質(zhì)。這并非否定AI的潛力，而是提醒我們警惕將量變強(qiáng)行包裝成質(zhì)變的認(rèn)知陷阱。就像經(jīng)典游戲《傳送門》里的GLaDOS，最危險(xiǎn)的從來(lái)不是人工智能本身，而是人類對(duì)技術(shù)邊界的誤判。
或許我們正在經(jīng)歷AI革命的"紅白機(jī)時(shí)代"。那些笨拙的AI游戲，恰似1983年任天堂實(shí)驗(yàn)室里跳動(dòng)的8位像素點(diǎn)。真正的顛覆永遠(yuǎn)始于微末——當(dāng)技術(shù)沉淀開始攻克NPC行為樹的認(rèn)知建模，當(dāng)生成算法學(xué)會(huì)理解"游戲性"這個(gè)玄妙概念，屬于智能時(shí)代的《超級(jí)馬里奧兄弟》或許正在某個(gè)實(shí)驗(yàn)室悄然孕育。
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