add week 1 note

weeks/1.md

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+Hardware Specific problem agnostic ansatze
+
+Inputs:
+- Description of hardware
+	- qubits
+	- gates
+	- connections
+	// later
+	- fidelities
+- Targets
+	// first
+	- Expressibility
+	- Entanglement
+	// for later
+	- Noise Treshold
+	- Parameters (maximal)
+
+Process:
+- cost function
+	- should have
+		- expressibility
+		- entanglement
+		// for later
+		- Noise Treshold
+		- Parameters (maximal)
+- method
+	- MCTS
+	- ML
+		- RL
+		- ??
+	- Bayesian
+	- Differentiable circuits?
+
+
+Outputs:
+- QML kernels
+	- best Expressibility
+	- best entanglement
+	- best noise
+	- least parameters
+	- most balanced
+
+Benchmark:
+- look into other papers
+	- QAS papers
+	- Hardware efficient ansatze papers
+	- (2506.21161)