Liverpool 0–0 Fulham: AI predicted 2–1 ✗

Synthesis: a clear but uncomfortable home win

That gap is the honest centre of this synthesis: the panel's own analyses argue against treating this as a routine Anfield banker, and the calibration instruction warns against amplifying clustered favourite-leaning calls. The draw risk is real and specifically evidenced, not generic hedging.

Where the experts agree — and why it holds up

The strongest convergent argument is Fulham's away-day impotence: one goal scored across their last five league away trips (W0 D2 L3, GF1 GA7), with all four of their goals this season coming at Craven Cottage. Grok, GLM-5.3, Claude and Kimi all anchor on this. It is the single fact that kills the upset scenario regardless of how tired Liverpool are — a side that cannot score on the road needs a near-total Liverpool collapse to win, and nothing in the data suggests that. Meanwhile Liverpool remain unbeaten, have scored 2+ in four of six across competitions, and Isak arrives in form with three goals in his last two league games.

The second point of genuine agreement is the shape of the win: not a rout. Liverpool's league form is W1 D2 — both 2-2 draws — and their home league record shows a team that creates heavily but concedes in every recent home game. GPT-5.6's underlying-numbers case (3.7-1.2 xG at Newcastle, 2.6-1.9 vs Forest) confirms the chance creation is elite even when results slip, while the patched back line (Jacquet, Araujo at right-back, Bradley/Leoni/Gomez out) plus the midweek Atletico exertion makes a clean sheet unlikely. Hence 2-1, not 3-0 or 4-1.