hanzo.ai/components/home/Research.tsx

'use client'

import Link from 'next/link'
import { FlaskConical } from 'lucide-react'
import { Text, View, XStack, YStack } from '@hanzo/ui'
import { More } from '@hanzo/ui/marketing'
import { Loading } from '@/components/api/state'
import { DESKS, MEASURED } from '@/components/zen/desks'
import { useCoding } from '@/hooks/useCoding'
import { useEnso } from '@/hooks/useEnso'
import { useClaim, useSuite } from '@/hooks/useSuite'
import { runs } from '@/lib/api/research'
import { useReading } from '@/lib/api/use'
import { LEVEL, range, times } from '@/lib/coding'
import { clock, gpqa, livecode, ms, race, tasks } from '@/lib/home'
import { DECISION } from '@/lib/kai'
import { day } from '@/lib/tally'
import { Board } from './Board'
import { Hold, Section, Win, useGrow, useSeen, useStill } from './chrome'

/**
 * The latest results, both read from the research API when the page opens.
 *
 * THE DECISION SUITE: the tasks Kai wins as a grid, one cell a task, lit in
 * turn, and their count as "tasks won by Kai", the suite's own claim ("16 of
 * 16" while Kai wins every task, else the bare count) — drawn only once every
 * task's figures are in. The same tasks, each with its runs, are on /benchmarks,
 * linked below; no task Kai does not win is drawn, counted or named.
 *
 * LIVECODEBENCH: the board's rows as bars (lib/home `bars`), while the router
 * tops every single model on it.
 *
 * Under them, one tile a result, each a figure and what it measured, opening
 * the page that shows it in full: Enso on GPQA Diamond (lib/home `gpqa`), a
 * Kai decision's clock (`clock`), Hanzo Dev's coding race (`race`, read when
 * the page opens, never from the build's snapshot), and Zen 6's prefill on
 * Hanzo's own machine (components/zen/desks). Each tile stands only while its
 * read holds what its page would draw.
 *
 * The section is drawn while any read result holds; Zen's measured figure
 * alone does not hold it up.
 */

/** One result: whose it is, the figure, what was measured, the sentence that says it, and the page that shows it in full. */
function Result({ who, figure, what, note, href, slot }: { who: string; figure: string; what: string; note: string; href: string; slot: string }) {
  return (
    <YStack
      render={<Link href={href} />}
      data-figure={slot}
      gap={8}
      p={20}
      rounded={16}
      borderWidth={1}
      borderColor="var(--border)"
      bg="$panel"
      hoverStyle={{ borderColor: 'var(--border-strong)' }}
      $platform-web={{ borderRadius: '16px', textDecoration: 'none' }}
    >
      <Text fontFamily="$mono" fontSize="$1" color="var(--muted-foreground)">
        {who}
      </Text>
      <Text fontSize="2.5rem" lineHeight="2.5rem" fontWeight="500" color="var(--foreground)" $platform-web={{ letterSpacing: '-0.03em', fontVariantNumeric: 'tabular-nums' }}>
        {figure}
      </Text>
      <Text fontSize="$3" lineHeight="$4" fontWeight="600" color="var(--foreground)">
        {what}
      </Text>
      <Text fontSize="$2" lineHeight="$3" color="var(--muted-foreground)">
        {note}
      </Text>
    </YStack>
  )
}

function Cell({ label, i, play, still }: { label: string; i: number; play: boolean; still: boolean }) {
  const ref = useGrow(play, still, { delay: i * 85, duration: 360, from: 'scale(0)', to: 'scale(1)' })
  return (
    <View
      role="img"
      aria-label={label}
      borderWidth={1}
      borderColor="var(--foreground)"
      p={3}
      rounded={9999}
      overflow="hidden"
      $platform-web={{ aspectRatio: '1', borderRadius: '9999px' }}
    >
      <View ref={ref} width="100%" height="100%" rounded={9999} bg="var(--foreground)" $platform-web={{ borderRadius: '9999px' }} />
    </View>
  )
}

export default function Research() {
  const [ref, seen] = useSeen(0.2)
  const still = useStill()
  const said = useClaim()
  const suite = useSuite()
  const enso = useEnso()
  // The tasks Kai wins, and no other: the same rows /benchmarks draws.
  const list = suite.state === 'ready' ? tasks(suite.data, DECISION.fixed) : null
  const days = list ? [...new Set(list.map((t) => t.set))].sort().map(day) : []
  const claim = said?.claim ?? null
  const lcb = enso.state === 'ready' ? livecode(enso.data) : null
  const all = useReading(runs)
  const coding = race(useCoding(null))
  const g = enso.state === 'ready' ? gpqa(enso.data) : null
  const time = suite.state === 'ready' && all.state === 'ready' ? clock(suite.data, all.data) : null
  const zen = DESKS[0]
  const hasSuite = Boolean(claim && list?.length)
  const suiteDone = suite.state === 'unreachable' || (said !== null && !hasSuite)
  const lcbDone = enso.state === 'unreachable' || (enso.state === 'ready' && !lcb)
  const read = Boolean(g || time || coding)
  if (suiteDone && lcbDone && !read) return null
  return (
    <Section id="research" label="Research.Log" title="The latest results, with every task." lede="Each result is read from research runs on public questions, the same for every model.">
      <View ref={ref}>
        <Hold height={360}>
          <View display="grid" gridTemplateColumns="minmax(0, 1fr)" gap={16} $lg={{ gridTemplateColumns: 'repeat(2, minmax(0, 1fr))', gap: 20 }}>
            {suiteDone ? null : (
              <Win title="Research.DecisionSuite" icon={<FlaskConical size={14} color="var(--background)" strokeWidth={2.2} />} aside="Kai" slot="suite">
                <YStack p={20} gap={16}>
                  {claim && list?.length ? (
                    <>
                      <XStack gap={20} items="center" flexWrap="wrap">
                        <View display="grid" gridTemplateColumns={`repeat(${Math.ceil(Math.sqrt(list.length))}, 28px)`} gap={4} role="list" aria-label="Decision Suite tasks">
                          {list.map((t, i) => (
                            <View key={t.label} role="listitem">
                              <Cell label={`${t.label}: Kai leads`} i={i} play={seen} still={still} />
                            </View>
                          ))}
                        </View>
                        <YStack gap={4} minW={180} flex={1}>
                          <Text fontSize="3.5rem" lineHeight="3.5rem" $md={{ fontSize: '4rem', lineHeight: '4rem' }} fontWeight="500" color="var(--foreground)" data-figure="suite" $platform-web={{ letterSpacing: '-0.03em' }}>
                            {claim.figure}
                          </Text>
                          <Text fontSize="$4" lineHeight="$4" fontWeight="600" color="var(--foreground)">
                            Decision Suite tasks won by Kai
                          </Text>
                        </YStack>
                      </XStack>
                      <Text fontSize="$3" lineHeight="$4" color="var(--muted-foreground)" data-figure="suite-note">
                        Each set on {days.join(' or ')}, with its public data and the runs of both models.
                      </Text>
                      <More href="/benchmarks#decision-suite">Each task and its runs →</More>
                    </>
                  ) : (
                    <Loading what="the Decision Suite's runs" />
                  )}
                </YStack>
              </Win>
            )}
            {lcbDone ? null : lcb ? (
              <YStack gap={12} data-figure="livecode">
                <Board b={lcb} title="Research.LiveCodeBench" play={seen} still={still} slot="livecode" limit={6} />
                <Text fontSize="$3" lineHeight="$4" color="var(--muted-foreground)">
                  LiveCodeBench&apos;s recent problems: Enso {lcb.lead.figure}, {lcb.lead.note}
                </Text>
              </YStack>
            ) : (
              <Loading what="Enso's research runs" />
            )}
          </View>
        </Hold>
        {read ? (
          <View display="grid" gridTemplateColumns="minmax(0, 1fr)" gap={16} mt={16} $sm={{ gridTemplateColumns: 'repeat(2, minmax(0, 1fr))' }} $lg={{ gridTemplateColumns: 'repeat(4, minmax(0, 1fr))', gap: 20, mt: 20 }}>
            {g ? <Result slot="gpqa" who={g.lead.who} figure={g.lead.figure} what="GPQA Diamond" note={g.lead.note} href="/enso" /> : null}
            {time ? (
              <Result
                slot="decision"
                who="Kai"
                figure={`${ms(time.fresh ?? time.same ?? time.cached)} ms`}
                what="One decision, served"
                note={`Kai on GPU, each a p50: ${ms(time.cached)} ms cached${time.same != null ? `, ${ms(time.same)} ms through the runtime` : ''}${time.fresh != null ? `, ${ms(time.fresh)} ms served over HTTP` : ''}.`}
                href="/kai"
              />
            ) : null}
            {coding ? (
              <Result
                slot="race"
                who="Hanzo Dev"
                figure={times(coding.speed)}
                what="Faster on the same coding tasks"
                note={`Over the ${coding.speed.n} tasks both agents solved, ${LEVEL} interval ${range(coding.speed)}.`}
                href="/dev"
              />
            ) : null}
            {zen ? (
              <Result
                slot="prefill"
                who="Zen 6"
                figure={zen.prefill}
                what="Prompt tokens a second"
                note={`On ${zen.machine}, ${zen.build}. Measured by Hanzo, ${day(MEASURED)}.`}
                href="/zen#desks"
              />
            ) : null}
          </View>
        ) : null}
      </View>
    </Section>
  )
}