Agent Lab — a live forecast exhibit · Applied AI
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Group A · Matchday 1 · 2026-06-11

South Korea vs Czech Republic

Zapopan, Mexico · neutral venue

Most likely scoreline
0–0 13.5%
36.9%
KOR win
28.6%
Draw
34.5%
CZE win
Top scorelines
  • 0–0 13.5%
  • 1–0 12.5%
  • 0–1 12.0%
  • 1–1 11.1%
Total goals
0 to 10 goals · most likely → tallest

The agent’s call

3-agent ensemble · deepseek-chat
KOR win
38.7%
Draw
29.0%
CZE win
32.3%

The model prior is nearly balanced (36-29-35). Czech Republic's recent form is stronger (+0.35 pts/match overperformance) while South Korea is neutral (-0.02). A vague injury setback for South Korea in a recent friendly adds slight uncertainty. The altitude may marginally help the home side, but the Czechs have quality in Schick and Soucek. Overall, the facts nudge the probabilities slightly toward Czech Republic, reducing away win from 35% to 31% and increasing home win from 36% to 40%, with draw unchanged. Both teams have moderate attacking talent but defenses are solid; expected goals are low (~1.1 each). The most likely scorelines reflect a tight, low-scoring affair with 1-0, 0-0, 1-1, and 0-1 as top outcomes. The slight home edge makes 1-0 the single most likely.

What the agent weighed
What the agent chose to investigate
The agent decided what to check on tavily — 9 sources kept:
  • “South Korea vs Czech Republic 2026-06-12 team news injuries suspensions” match · 3 hits
    Late fitness updates or suspensions could significantly alter team strength.
  • “South Korea football manager 2026” KOR · 3 hits
    A recent manager change could affect tactics and morale.
  • “Czech Republic football manager 2026” CZE · 3 hits
    A recent manager change could affect tactics and morale.
Agent scorelines
generated 2026-06-11
Last 5 — KOR
-0.03 pts/match vs model expectation · opp. avg #79
  • GHA #59 +1.1
  • CIV #32 -1.3
  • AUT #22 -1.0
  • TRI #141 +0.5
  • EL #139 +0.4
GF / GA last 10: 15 / 12
Last 5 — CZE
+0.36 pts/match vs model expectation · opp. avg #80
  • GIB #179 +0.0
  • REP #50 -0.7
  • DEN #14 -0.1
  • KOS #56 +1.1
  • GUA #100 +0.5
GF / GA last 10: 20 / 9
Head-to-head (last 5)
  • 2016-06-05 Czech Republic 1–2 South Korea
  • 2001-08-15 Czech Republic 5–0 South Korea
  • 1998-05-27 South Korea 2–2 Czech Republic
▸ Full score grid (7×7)
P(home goals × away goals), %
0
1
2
3
4
5
6
0
13.5
12.0
6.4
2.7
0.9
0.3
0.1
1
12.5
11.1
5.9
2.5
0.9
0.3
0.1
2
6.9
6.2
3.3
1.4
0.5
0.2
0.0
3
3.0
2.7
1.4
0.6
0.2
0.1
0.0
4
1.1
1.0
0.5
0.2
0.1
0.0
0.0
5
0.4
0.3
0.2
0.1
0.0
0.0
0.0
6
0.1
0.1
0.1
0.0
0.0
0.0
0.0

Rows = KOR goals; columns = CZE goals. Above-diagonal cells are home wins; diagonal = draws; below = away wins. Truncated at 6 — the joint mass past that is < 1 %.

Expected goals (Poisson rate, λ)
1.14
KOR
1.08
CZE

Independent-Poisson rates. W/D/L and the score grid integrate the full 13×13 joint under these two parameters.

News context — injuries, suspensions, projected XI — is not part of the model, which sees only past results.