Mira Murati实验室发布以人为本AI技术报告

Thinking Machines Lab published a report to build AI that extends human will and judgment. Most AI in use today is trained in a handful of places, then frozen. The report argues that this design excludes the people a model serves. Instead, the Thinking Machines lab researchers want AI that is distributed, customizable, and shaped by its users. Thinking Machines Lab’s Proposal The lab names four technical directions. First, it trains strong models with multimodal interaction and customizability. Second, it builds tools that let people fine-tune and train model weights themselves. Third, it develops interfaces that widen the human-to-machine communication channel. Fourth, it publishes research so more engineers understand how models are made. Together, these directions move both knowledge and alignment closer to users. Play interaction</button> <span class="pill">~200ms micro-turns</span> </div> <div class="lanes"> <div class="lane"> <div class="lb">Turn-based</div> <div class="stage" style="min-height:88px"><svg id="laneA" viewBox="0 0 210 96"></svg></div> <div class="metric" id="mA">idle</div> </div> <div class="lane"> <div class="lb">Interaction model</div> <div class="stage" style="min-height:88px"><svg id="laneB" viewBox="0 0 210 96"></svg></div> <div class="metric" id="mB">idle</div> </div> </div> <div class="note blue">Live micro-turns keep silence, overlap, and interruption inside the model's context — what turn-based prompting drops.</div> </div> <!-- VALUES --> <div class="panel" data-panel="values"> <div class="subctl"> <div class="seg" id="segVal"> <button data-m="prompt" class="active">Steer via prompt</button> <button data-m="weights">Encode in weights</button> </div> </div> <div class="stage"><svg id="svgV" viewBox="0 0 460 200"></svg></div> <div class="note" id="noteV"></div> </div> <div class="ft">Built on the essay <i>"The Future Worth Building Is Human."</i> Illustrative. &nbsp;·&nbsp; <b>Marktechpost</b></div> </div> <script> (function(){ var NS="http://www.w3.org/2000/svg"; function E(t,a){var e=document.createElementNS(NS,t);for(var k in a)e.setAttribute(k,a[k]);return e;} function T(x,y,s,sz,f,w){var t=E('text',{x:x,y:y,'text-anchor':'middle','font-size':sz,fill:f,'font-weight':w||'600'});t.textContent=s;return t;} /* tabs */ var tabs=document.querySelectorAll('#tml-box .tabs button'); tabs.forEach(function(b){b.addEventListener('click',function(){ tabs.forEach(function(x){x.classList.remove('active')});b.classList.add('active'); document.querySelectorAll('#tml-box .panel').forEach(function(p){p.classList.remove('on')}); document.querySelector('#tml-box .panel[data-panel="'+b.getAttribute('data-tab')+'"]').classList.add('on'); });}); function seg(id,cb){var box=document.getElementById(id);box.querySelectorAll('button').forEach(function(b){b.addEventListener('click',function(){box.querySelectorAll('button').forEach(function(x){x.classList.remove('active')});b.classList.add('active');cb(b.getAttribute('data-m'));});});} /* ---- KNOWLEDGE ---- */ var svgK=document.getElementById('svgK'),noteK=document.getElementById('noteK'),kMode='cent'; var sites=[{x:60,y:45},{x:44,y:110},{x:66,y:175}]; var flows=[]; function buildK(){ svgK.innerHTML='';flows=[]; var cent=[{x:380,y:110}]; var dist=[{x:372,y:45},{x:392,y:110},{x:372,y:175}]; var models=kMode==='cent'?cent:dist; sites.forEach(function(s,i){ var t=kMode==='cent'?models[0]:models[i];var mx=(s.x+t.x)/2; var d="M "+s.x+" "+s.y+" C "+mx+" "+s.y+", "+mx+" "+t.y+", "+t.x+" "+t.y; var p=E('path',{d:d,fill:'none',stroke:kMode==='cent'?'#d5dbe4':'#cfe3ad','stroke-width':2});p.setAttribute('id','kp'+i);svgK.appendChild(p); flows.push('kp'+i); if(kMode==='dist'){var d2="M "+t.x+" "+(t.y+10)+" C "+mx+" "+(t.y+10)+", "+mx+" "+(s.y+10)+", "+s.x+" "+(s.y+10);svgK.appendChild(E('path',{d:d2,fill:'none',stroke:'#eaf3d8','stroke-width':2,'stroke-dasharray':'2 5'}));} }); sites.forEach(function(s,i){ var pas=(kMode==='cent'&&i>0); svgK.appendChild(E('circle',{cx:s.x,cy:s.y,r:16,fill:'#fff',stroke:pas?'#c8cfd8':'#2b6cb0','stroke-width':2})); var ic=T(s.x,s.y+5,['<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f373.png" alt="🍳" class="wp-smiley" style="height: 1em; max-height: 1em;" />','<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f6d2.png" alt="🛒" class="wp-smiley" style="height: 1em; max-height: 1em;" />','<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f469-200d-1f4bb.png" alt="👩‍💻" class="wp-smiley" style="height: 1em; max-height: 1em;" />'][i],14,pas?'#aab3c0':'#2b6cb0');svgK.appendChild(ic); }); models.forEach(function(m){ svgK.appendChild(E('rect',{x:m.x-20,y:m.y-16,rx:8,width:40,height:32,fill:'#eef6df',stroke:'#5a9e00','stroke-width':2})); svgK.appendChild(T(m.x,m.y+4,'AI',11,'#4a8300','700')); }); if(kMode==='cent'){svgK.appendChild(T(models[0].x,models[0].y-26,'<img src="https://s.w.org/images/core/emoji/17.0.2/72x72/1f512.png" alt="🔒" class="wp-smiley" style="height: 1em; max-height: 1em;" />',13));} svgK.appendChild(T(60,20,'Local knowledge',10,'#5a6672','700')); svgK.appendChild(T(380,20,kMode==='cent'?'One central model':'Owned models',10,'#5a6672','700')); for(var i=0;i<sites.length;i++){var c=E('circle',{r:3,fill:kMode==='cent'?'#2b6cb0':'#5a9e00'});c.setAttribute('id','kd'+i);svgK.appendChild(c);} noteK.className='note'; noteK.innerHTML=kMode==='cent' ? 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